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Paper Citation Record · LEDGER

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds

As of 11 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2505.14396.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.14396 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:44:35.614796Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

66 of 66 outbound references displayed

  • verified exact1
  • verified fuzzy31
  • unresolved32
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b18be231-b1fb-4109-8bd3-ea11bf82c9d3 · outbound

This paper cites Correa, Duligur Ibeling, and Thomas Icard.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Correa, Duligur Ibeling, and Thomas Icard

Reference 1

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unresolved
no resolver link, observed 2026-08-07T15:44:27.534907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:27.534907Z digest=sha256:6fda1d8a2a119ded83058a6881aa441be98645dddef89378f93b307dd64a3a8c

Observation 52ffb528-f2ea-463e-a7ff-ae44cd044028 · outbound

This paper cites a is b" fail to learn.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds a is b" fail to learn

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:27.704771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:27.704771Z digest=sha256:a6588d6bfb119b8f19f0165efc1fc8b22d67bcd534bb75c2547435e7c2ee4e84

Observation 6776540f-1dc3-48a3-8b72-6604d3cfc38b · outbound

This paper cites Fast unfolding of communities in large networks.Journal of statistical mechanics: theory and experiment, 2008(10):P10008, 2008.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Fast unfolding of communities in large networks.Journal of statistical mechanics: theory and experiment, 2008(10):P10008, 2008

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:49.041435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:27.844749Z digest=sha256:7b9f94bce327e1f51158dcdf7297f4815752296608ffdd6db34001a6b9ba77b7

Observation 3cf3654e-9da3-44db-b647-96bc0a2ffc5f · outbound

This paper cites Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:27.994839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:27.994839Z digest=sha256:5de7f993f889ff00957299bd4609fd408b2c0fed0cbba763571c87a071aa7c3c

Observation 94ff399f-1784-4cda-84ec-15febacc3cf5 · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:48.788270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:28.094751Z digest=sha256:ae09819b1707eead56553a23d09b16d2db627215e4afd1619c2e895ccbb4f9e3

Observation 245d7a93-a0d1-42b6-9e5c-dc2c856dc273 · outbound

This paper cites BERT: pre-training of deep bidirectional transformers for language understanding.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds BERT: pre-training of deep bidirectional transformers for language understanding

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:48.516997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:28.248526Z digest=sha256:aa0881e640c488dcad3de26e1624d6af5fa783846cb2902a8f0bcebad51002d9

Observation 697227c4-f52f-4779-8c30-ec4a4b404e49 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 7

Resolution
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no resolver link, observed 2026-08-07T15:44:28.542141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:28.542141Z digest=sha256:e75fde8d4ecbd5ed79bfb438dd509d3acf5e6d864466c297e89d535502268ac6

Observation 0df9c97b-2e38-4537-b653-8a76c04c5b00 · outbound

This paper cites A Survey of Methods, Challenges and Perspectives in Causality.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds A Survey of Methods, Challenges and Perspectives in Causality

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:28.664745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:28.664745Z digest=sha256:d27988c96393f14490c93b1b5adb8aae2e4c590e83ee27622a72603d1b6c40a7

Observation a19e1bdb-1cfe-41f0-8131-fed554d8dd0b · outbound

This paper cites Large language models are not strong abstract reasoners.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Large language models are not strong abstract reasoners

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:48.345956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:28.744749Z digest=sha256:f0a8b894cfdc257d9754c6ccea64aac57bee014e77bef83dcf85d684807165a5

Observation b60e05aa-a4b5-4c35-bb5f-eb71c88a718c · outbound

This paper cites Witbrock, and Gillian Dobbie.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Witbrock, and Gillian Dobbie

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:48.166132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:28.844744Z digest=sha256:4d719d035a2715027abb1c19d844c12b26ecf847dedf74324ac5eef9c167a7d3

Observation 81922fab-9ac3-413f-9f22-d21b69a13a5b · outbound

This paper cites Counterfactual Causal Inference in Natural Language with Large Language Models.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Counterfactual Causal Inference in Natural Language with Large Language Models

Reference 11

Resolution
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no resolver link, observed 2026-08-07T15:44:28.956317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:28.956317Z digest=sha256:ddeb08eb176eb8015b4a04bc0734750524e861e329f34464ccd832d207969859

Observation 923c2236-b913-45d5-bbfa-02afa2743766 · outbound

This paper cites Inductive Biases for Deep Learning of Higher-Level Cognition.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Inductive Biases for Deep Learning of Higher-Level Cognition

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:29.035190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:29.035190Z digest=sha256:6604eaf69265e57b7608d20af1a3c51dfae18b80c8b5ae81cdac4a236408c943

Observation 2ac676de-fbec-4f01-8532-3ecb7b87825d · outbound

This paper cites Causenet: Towards a causality graph extracted from the web.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Causenet: Towards a causality graph extracted from the web

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:29.110898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:29.110898Z digest=sha256:3ae384963e26ea1e4afacebb3c84c9461c1966a2943dab51d5ebc8c3a06cfd69

Observation 7d7d0ef9-3ea0-4bde-8e7f-26eb9c10f2ac · outbound

This paper cites Statistics and causal inference.Journal of the American statistical Association, 81(396):945–960, 1986.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Statistics and causal inference.Journal of the American statistical Association, 81(396):945–960, 1986

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:29.241278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:29.241278Z digest=sha256:86e8fb374986679041d069522f74bb130368516689855b0e5cdcfeb51aabb95d

Observation 0611756a-01b1-4e33-a9c0-8de95e99e559 · outbound

This paper cites Oil price, green innovation and institutional pressure: A china’s perspective.Resources Policy, 78:102788, 2022.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Oil price, green innovation and institutional pressure: A china’s perspective.Resources Policy, 78:102788, 2022

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:47.945179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:29.354751Z digest=sha256:00f27942a5e5bdfbc1ffa6a570e825ad557364c166eb33e31ed90fff1216e683

Observation 95c15d74-56c0-4027-937e-3eb1b63db5c6 · outbound

This paper cites Cladder: A benchmark to assess causal reasoning capabilities of language models.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Cladder: A benchmark to assess causal reasoning capabilities of language models

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:47.728240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:29.464767Z digest=sha256:6be876f4e3ad55e05009e1d37528a50edc96ca35de9260ba2c766e62df529ab8

Observation cd69aa7d-7746-4a67-903f-0a9895a133d3 · outbound

This paper cites Diab, and Bernhard Schölkopf.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Diab, and Bernhard Schölkopf

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:47.424739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:29.552631Z digest=sha256:cceb949a662c931d83d85026f418914e7d8ab3dca5e8277e2d796738a07d7942

Observation 7f3b5cfd-e178-4e59-a92a-0e497f60f747 · outbound

This paper cites Efficient Causal Graph Discovery Using Large Language Models.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Efficient Causal Graph Discovery Using Large Language Models

Reference 18

Resolution
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no resolver link, observed 2026-08-07T15:44:29.663250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:29.663250Z digest=sha256:3a4523adc29c5f6e6782c0ad85af95cb5a9d05b32aec3e53073a514f4155c6b6

Observation 7bb62d46-74ef-4ea6-a036-79941bf4107d · outbound

This paper cites Llms are prone to fallacies in causal inference.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Llms are prone to fallacies in causal inference

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:47.166910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:29.774768Z digest=sha256:c4561d224a682106edd23138d27500a98d61db0c4868a7d90fea12c82179fc45

Observation 7ff60d01-c3a5-4853-a259-69b230e83f77 · outbound

This paper cites Ramnani, Mayuresh Anand, Shubhashis Sengupta, and Andrew E.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Ramnani, Mayuresh Anand, Shubhashis Sengupta, and Andrew E

Reference 20

Resolution
verified exact
doi, observed 2026-08-07T15:44:36.134745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:30.015228Z digest=sha256:eb3b23c8d6a0000ac932fcb01678843540dcc5e2f1e32047dcc29d5e5d1a60fb

Observation fb48d9f2-7d35-4171-b3f9-167a60f47ff5 · outbound

This paper cites Event registry: learning about world events from news.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Event registry: learning about world events from news

Reference 21

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T15:44:37.465967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:30.122634Z digest=sha256:a27ce5ee1f36833e439c0fae709c4656ba5348cb52c5989d0f80160ad57abc51

Observation 32729be9-e1d9-4f34-b8a6-e64793da5d5d · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive NLP tasks.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Retrieval-augmented generation for knowledge-intensive NLP tasks

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:46.645886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:30.244963Z digest=sha256:eb519f8d1605c893d36238086386420c3c0076fc7c68bf7016657e099b3665e0

Observation a29aa260-e9e3-431d-9e23-f4afa0c19792 · outbound

This paper cites DALK: dynamic co-augmentation of llms and KG to answer alzheimer’s disease questions with scientific literature.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds DALK: dynamic co-augmentation of llms and KG to answer alzheimer’s disease questions with scientific literature

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:46.334017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:30.352959Z digest=sha256:a82e317d050913998605b4f31ac38f29679f73c6a42b7af3ead9d168262a83ed

Observation 5a9aaf98-6a8b-48c3-97bc-6300bded56aa · outbound

This paper cites Causal transportability for visual recognition.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Causal transportability for visual recognition

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:30.433547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:30.433547Z digest=sha256:b352884a51df81ceea0a2555d33f182db0960f1c87de5649b876faf4bdef79ec

Observation 17369978-582f-4b86-97cf-7b3c45a4185e · outbound

This paper cites Introducing llama 3.1: Our most capable models to date, 2024.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Introducing llama 3.1: Our most capable models to date, 2024

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:46.014945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:30.574927Z digest=sha256:958fa939dd5acc9af7b8635c8e7117131ed9c716f749e6408fc4dc82cc151d35

Observation 9a093a86-9c8f-437f-9c4c-6f778facfbff · outbound

This paper cites GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:30.656510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:30.656510Z digest=sha256:e9ac8e3ecd122ffce2a51f1b37d2776b67381419169aea0dda1e3a3c2d35ce69

Observation 98cdbe81-49c1-41b9-adcb-4d57bfb35ce9 · outbound

This paper cites Text and Code Embeddings by Contrastive Pre-Training.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Text and Code Embeddings by Contrastive Pre-Training

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:30.765276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:30.765276Z digest=sha256:4aba8b703c36f79ca4b8e755da53baf50c39cb51757e4aa3ba77fbc3ea917f6b

Observation 0e250288-9734-4046-99cb-6d83d9e95a52 · outbound

This paper cites Openai o3-mini, 2025.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Openai o3-mini, 2025

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:45.597522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:30.858002Z digest=sha256:2a2a81f71b0ec713b403b464cd209ea8f5789513ac462796b09ed8bd4c6606ea

Observation d775ddec-0560-4560-854d-71a3aab88a8d · outbound

This paper cites Introducing gpt-4.1 in the api - openai, 2025.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Introducing gpt-4.1 in the api - openai, 2025

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:45.245893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:31.004945Z digest=sha256:4cf162ca0504fc1b1a030a865d5451743bd7f9a650c5c69e2ccafe62082e19e0

Observation aefb0e0b-0d83-46f8-bcf0-500d7f961301 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Bleu: a method for automatic evaluation of machine translation

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:44.965387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:31.095332Z digest=sha256:f12c6265c36f436f297c1c7213f25c973419389615c21c849831a2d807fd17c5

Observation c819e96b-ccbd-452f-a1ed-173511074c4f · outbound

This paper cites Cambridge university press, 2009.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Cambridge university press, 2009

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:31.354757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:31.354757Z digest=sha256:70eae83e00cdc71e0f657ed6c85162b84d72ef0516f49f682b2af46078686c48

Observation 5b5c2042-5473-485f-8ff1-b90e29bedf63 · outbound

This paper cites The do-calculus revisited.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds The do-calculus revisited

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:44.630137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:31.447017Z digest=sha256:06afe7decf0ba9a56a1fb8de2169810fb45523cf399c7bf93a27856a227d38c3

Observation 2a769d34-f66d-4410-b66f-712542146805 · outbound

This paper cites The deductive approach to causal inference.Journal of Causal Inference, 2(2): 115–129, 2014.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds The deductive approach to causal inference.Journal of Causal Inference, 2(2): 115–129, 2014

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:44.161511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:31.680456Z digest=sha256:5d82ac5b2e78e7bde269ae1be72c8b167113b66fcf455f9048eed6ca00fa4cce

Observation 6ae6e09a-4147-4baa-9399-6823ddd81b2b · outbound

This paper cites Elsevier, 2014.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Elsevier, 2014

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:43.912182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:31.812535Z digest=sha256:b0260c1e4c4e16a894105d191c40c1c9650d8feab01fb5c69a47baf0e08a2438

Observation d28dd72d-acfa-41e5-8380-7be5842cf181 · outbound

This paper cites Graph Retrieval-Augmented Generation: A Survey.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Graph Retrieval-Augmented Generation: A Survey

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:32.004059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:32.004059Z digest=sha256:86e666e24f059d97924ceaf1fec0d746f92152563136365da381af31f88f12c7

Observation a6a44ce6-44c3-4909-98a3-8f7936e654ee · outbound

This paper cites Robust agents learn causal world models.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Robust agents learn causal world models

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:43.734958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:32.193632Z digest=sha256:3da751da5f5741d3074c2c6ee7aa9878ec566fed3f89b1a1979d16f7c5a0f61e

Observation f025bb10-6e29-4806-8875-d3a1604371e9 · outbound

This paper cites Silhouettes: a graphical aid to the interpretation and validation of cluster analysis.Journal of computational and applied mathematics, 20:53–65, 1987.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Silhouettes: a graphical aid to the interpretation and validation of cluster analysis.Journal of computational and applied mathematics, 20:53–65, 1987

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:43.294733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:32.314772Z digest=sha256:4e31f372adb80a07b2b090dd4d1d9ec6748242c1f023a8567061965141006c60

Observation 6d1cffa8-95f0-47c2-8dc4-05087efb70f4 · outbound

This paper cites Building a causality graph for strategic foresight.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Building a causality graph for strategic foresight

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:42.954742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:32.473263Z digest=sha256:eb8dc38077a2300921bbeed3ee384bbf4a8be503079d8e5668360653fda83e25

Observation a1142570-9823-435d-ad0a-640f47a1b3d7 · outbound

This paper cites Estimating causal effects of treatments in randomized and nonrandomized studies.Journal of educational Psychology, 66(5):688, 1974.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Estimating causal effects of treatments in randomized and nonrandomized studies.Journal of educational Psychology, 66(5):688, 1974

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:32.602250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:32.602250Z digest=sha256:3e5654282190e5c7dae8da839469eca75cbe151d44c1902260713f2e35397f12

Observation 4bdc8c9c-4a86-45ff-a63a-7b0288070ceb · outbound

This paper cites Graph Retrieval-Augmented Generation: A Survey.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Graph Retrieval-Augmented Generation: A Survey

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:32.114039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:32.114039Z digest=sha256:64afa28702c60a9560e8bd872a8173ad96b4fddbf2cb45570da3bb4f2a2971ee

Observation a91917bf-73a6-42da-8339-036eeca92347 · outbound

This paper cites sentence-transformers/all-mpnet-base-v2 · hugging face, 2024.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds sentence-transformers/all-mpnet-base-v2 · hugging face, 2024

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:42.556965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:32.869616Z digest=sha256:e96d5c6a7d2f04aaea49a1e67f2e1ab4e9d667a7e7d5dff5a92a64174291182e

Observation bf71af1c-aaf9-45e6-bcb2-adb07ef8b5b9 · outbound

This paper cites URLhttps://openreview.net/forum?id=pOoKI3ouv1.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds URLhttps://openreview.net/forum?id=pOoKI3ouv1

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:43.539893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:32.225485Z digest=sha256:0b99cb53188cb0bde4bc03128abc8057f497f98e4111d651b08c5bb1997568ab

Observation 62a62912-6aff-44cf-8af7-7ac9036a1e7c · outbound

This paper cites Chi, Quoc V.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Chi, Quoc V

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:42.086509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:33.224746Z digest=sha256:0b16aae9ec63f07b249ae255efc8729d701a28d24838d6cc249396d40b122a74

Observation c70a3ff6-17cd-466b-890d-e2270a2bd735 · outbound

This paper cites Reasoning or reciting? exploring the capabilities and limitations of language models through counterfactual tasks.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Reasoning or reciting? exploring the capabilities and limitations of language models through counterfactual tasks

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:33.414750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:33.414750Z digest=sha256:66af578712883bc613b9f4e6e4392e4d2eb9a3289161c4e59c0b130c975d4a0f

Observation a04af8b0-e2e1-4f5b-bc49-ea6665354bdc · outbound

This paper cites The causal-neural con- nection: Expressiveness, learnability, and inference.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds The causal-neural con- nection: Expressiveness, learnability, and inference

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:41.844754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:33.604870Z digest=sha256:841e0bceabafc74880458579b97a59cd9c07a5c778b6ea53bbce3673c81df977

Observation 27b9a6d3-299d-48df-9398-fba8396d4274 · outbound

This paper cites Toward causal representation learning.Proc.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Toward causal representation learning.Proc

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:32.744743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:32.744743Z digest=sha256:09e54e21a727fb94ab011fb935a1ad9be1649806291613ff23c16fb768026e2f

Observation 1b4c918d-1e89-4cb5-827d-c987dc3dc540 · outbound

This paper cites Narasimhan, and Yuan Cao.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Narasimhan, and Yuan Cao

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:33.825867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:33.825867Z digest=sha256:1614fdefbd7a19d73f019135c2325b1d1feb5dc19496acee265ef5a068b9966e

Observation 87fcd48d-9961-479e-8354-09d4e9a0428e · outbound

This paper cites Renewable energy, oil prices, and economic activity: A granger-causality in quantiles analysis.Energy Economics, 70:440–452, 2018.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Renewable energy, oil prices, and economic activity: A granger-causality in quantiles analysis.Energy Economics, 70:440–452, 2018

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:42.357451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:33.054764Z digest=sha256:7c5fa0f80fa5ebad84b838c583a6d5e4f6ef8424770b499f8c7ebf5b39c32d05

Observation c784abff-dd93-4a22-8aa1-85b140d0efd2 · outbound

This paper cites A survey on extraction of causal rela- tions from natural language text.Knowl.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds A survey on extraction of causal rela- tions from natural language text.Knowl

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:33.703733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:33.703733Z digest=sha256:ae57ac879cbe2d828cee2b7805de09de220779e1f4bb5ff943bdf07e0edb5077

Observation e861bd83-c82b-4833-81bd-3df95a92ac80 · outbound

This paper cites Causal parrots: Large language models may talk causality but are not causal.Trans.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Causal parrots: Large language models may talk causality but are not causal.Trans

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:41.434744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:34.124764Z digest=sha256:59d7941137fa20425e0f4e24cd665c64aee67d43c2d102c91314f2b7e7335a36

Observation a193d9ea-0197-4899-a6be-cc51af90ea04 · outbound

This paper cites name": <string>, # The name of the variable.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds name": <string>, # The name of the variable

Reference 56

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T15:44:41.163136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:34.191428Z digest=sha256:da5c16395de7cfb252881a3288a6f3f77e0642a5893f494873a3e673b9d3443d

Observation 75a7726a-7796-41d1-87fa-4624d4a53b6b · outbound

This paper cites Use the variables provided when possible or create new ones when no variable matches.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Use the variables provided when possible or create new ones when no variable matches

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:40.864744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:34.338844Z digest=sha256:d2bdbb7463f1ae45d9e7f9f188477eca2f7a68e407e2edcda01e36febcf5e417

Observation a6c5cc1a-9550-4736-adfa-a93d9a9b8d0f · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:40.561885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:34.531084Z digest=sha256:d112981b45c0902eb4fac77000ce7a2d80837d0757fe4859c35ca0327b04cde8

Observation 677c260d-9265-47b7-bafe-a3cf24486a16 · outbound

This paper cites Use the ‘{{ retrieval_tool_name}}‘ tool to assess if the variable is already in the database.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Use the ‘{{ retrieval_tool_name}}‘ tool to assess if the variable is already in the database

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:40.343764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:34.734850Z digest=sha256:740e5567e3f392901bbe92ba7d0aa0545f8eeffb87f3856f054b7bbd3452228f

Observation af7c1dc0-f671-43a2-a324-117770f056b8 · outbound

This paper cites Do not create causal relationships that already exist in the causal graph.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Do not create causal relationships that already exist in the causal graph

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:40.069051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:34.920505Z digest=sha256:08a2ce31786f87c1fc3fb717bd8ba29a47074162dcf58c364dc016fd29bf6007

Observation b87c64b0-8bf4-403f-a7e2-535b5eadbb05 · outbound

This paper cites Each step should be a separate ’Thought:’, ’Code:’, and ’Observation:’ sequence.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Each step should be a separate ’Thought:’, ’Code:’, and ’Observation:’ sequence

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:39.804749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:35.028520Z digest=sha256:34ee66459db424b3c54c9aa2565bf6a5fcff36f0674692a4fafc9dc648e82289

Observation 5979af07-6843-4721-81e7-581752686062 · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:39.555081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:35.178911Z digest=sha256:80eb28552129d495af32aec532fe94e4d95248f365b410f4898236803f67e241

Observation 0c5e780b-7e18-489e-810c-3fef35ef65fc · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:39.331505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:35.324748Z digest=sha256:b5868b8c3961aed4658cd4465dbae03e86572d4aa6b26d173f6799ec4d1171e9

Observation 39032ff3-e741-43ce-976c-d791125fa9d5 · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:38.944858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:35.439660Z digest=sha256:02e8ab4a1a4fb07d6234f4c6601e9847b9d302e6fd1dc32989ddd0431c2ef203

Observation 90501a73-4004-42a4-87c9-d8d667538dfb · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:38.635406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:35.514780Z digest=sha256:1f4afa0e2a8276d31bd48f685cd1422f8abc5369f6a62e10cb5361bae20f10eb

Observation f0cff66f-9163-45f2-b541-844fff3e8f77 · outbound

This paper cites Increased air pollution leads to higher respiratory issues.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Increased air pollution leads to higher respiratory issues

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:38.159185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:35.614796Z digest=sha256:b924513c7a5c83203dde753e7e99e7f80a1a492cfd2b78fc7f2c29c3215c3096

Observation 60582e00-c99e-4ef1-9b26-2316e6343c34 · outbound

This paper cites URLhttps://aclanthology.org/P02-1040/.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds URLhttps://aclanthology.org/P02-1040/

Reference 2002

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:31.222364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:31.222364Z digest=sha256:8cb333c767ad97cb871158a66b9c813f561e3be15eb10edec0e56276fff9fd85

Observation f8f78aa3-c3e7-44d0-adcd-5f2a9d657757 · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 2012

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:44.396238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:31.526963Z digest=sha256:5f0aab530c751443a674efc81a2d85b23cd42d47ab22674a1047489ab2ef01de

Observation 9eea7407-0bee-4098-86e2-8013a2fdf265 · outbound

This paper cites URLhttps://openreview.net/forum?id=WE_vluYUL-X.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds URLhttps://openreview.net/forum?id=WE_vluYUL-X

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:33.950945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:33.950945Z digest=sha256:0c6f16c30d3ec8bfea6ad8faa9b1d4a3c4d618ae037fed3faec17ed493a41150

Observation 048244ef-604f-4386-bda5-1efcaa415ba2 · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:46.961720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T15:44:29.895407Z digest=sha256:94d82f36c4dacc96899e955f0ebee8476f1817cc0b5b7c6877c764b885855b03

Observation 350bac57-a03b-47cc-96da-d273192fce43 · outbound

This paper cites doi: 10.18653/V1/N19-1423.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds doi: 10.18653/V1/N19-1423

Reference 4186

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:28.464979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:28.464979Z digest=sha256:3c3b55b956d43c336e6a5db45621e71c481c44750c4fbe394f243797c4e95fe5

Pith citing papers

No inbound Pith citation observations are available.