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Paper Citation Record · LEDGER

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds

As of 9 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 2026-08-09T06:31:02.800959+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

Resolution
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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:27.844749Z digest=sha256:94a810f4ec2bf702366b0dee139592d47bc15200fa4ac2adaa6d9d8e9dad305b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:28.094751Z digest=sha256:2c75c900ed54f4716c4635c46f2373b8edcd926bc83f96a4961dc639a4786179

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:28.248526Z digest=sha256:90c0286cfc8958872a580010893dd95b1a2dcde525b56aa9e679040cfd5204e6

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:d3b7013844f76ba703b0684e7cdfcc94afc27007839a4494d1f0e02e4f2bf29b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:28.744749Z digest=sha256:03fee7b015db4ed0bb77535d3861dfbe012d73fff648bf08f8cda51f44b42131

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:28.844744Z digest=sha256:9ec050a258cbeced6435149314c889e80413f1d6ac2d4368fc9fdf04f97fda76

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
unresolved
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=sha256:101f921b303efb76438a42c179347291ed810311fbceb7bd6dce1d3d81cd5c6b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:29.354751Z digest=sha256:126df1cba6d177b395ccbd5c400fe84e411eff4d45e5e167d09ee17621f69fc8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:29.464767Z digest=sha256:18f982c4c74b90e0a554605880202f5e9112ed637319aaeafa271d3e0ec14ee2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:29.552631Z digest=sha256:574ab118e333607d2086f46217635cfbdc326d565f9050aeb3f9d219ae0a5a9b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:29.774768Z digest=sha256:2e357a8908467ca04d63af56b7d9ec4554c4eaf85b0a0b7bce76f5e712f4cc96

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:30.015228Z digest=sha256:a49720bc4f33571f1bba7779cbd49cef18bfcd90206252ae0e0610c3df498866

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:30.122634Z digest=sha256:10ede06c30c64dc4d1194b66b425ff4fe3955552f819a8bea53a2c5504448e77

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:30.244963Z digest=sha256:e22850aa6c0ba52a9c814f8b3086d36953e2891f0bc2b15a8286f49fd861eb9a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:30.352959Z digest=sha256:035753df4e8d76cb3785f56cf4afef90149c16c7f630a24d808d39aa4cde0146

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:30.574927Z digest=sha256:9064f0e309800b8fdf3f5bb28f793d129f4b328b0eb37dd5ebc96dedcaa01112

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:30.858002Z digest=sha256:7a0a1495b152c854aac7d8bdb22e3c65a114219ca16835f610beea52ad2770e1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:31.004945Z digest=sha256:d31e53f66a1e186971d987ee8370e52cf02a436540509e96854c8e453d1dd437

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:31.095332Z digest=sha256:4c579f5d9bfca6575fd8136f90ebc4bb8fc525f537f34069ef6f6c7300bd1540

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:31.447017Z digest=sha256:e538c4e5c2b0766d3c1d4556f065c9250f8cafab86a63314aef11136312ba112

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:31.680456Z digest=sha256:9e2acd789e8d4fa817e4aa19042e5ab6cd251f4bf6c258f2aba14f52640ed03d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:31.812535Z digest=sha256:928e804f5075adf1821eb1f3d3ee20bdab74aab2ff721324712b8c9a8cf39dd2

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:b9505596390ed989dbc68040afec2372c118ccd8361d423016b301180dd075dd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:32.193632Z digest=sha256:6eb3f13a8345d354875eaa2fc7b750eb0ae7c8d40de0b75e9750e540daf3f85a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:32.314772Z digest=sha256:0e0839347d1aa7068518eb9c4bd4c4655c0c67f31e85a314ba19a4316acfe8a5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:32.473263Z digest=sha256:27bbd46e6a4ba4f08ed38c01fc6e3d03882cfba2c28d5662b70e6ec6c09cd06c

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=sha256:07c69be82a53735ae891b4462b85fc019f72e71cd68a89f5345af736fbd8164a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:32.869616Z digest=sha256:77e972e153a8d7e9b33bde89ae6e2efff1d87884d723b93a0c70dcc736c6a5a8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:32.225485Z digest=sha256:2420d0bfa678deb16b2ce2cbcd288b5d1feef609d3e48e77389918a85c70c0a6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:33.224746Z digest=sha256:54131bcd438b9f11e119b41eee9dc84b5050f9b737c884cf3dd85d2bde1407d7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:33.604870Z digest=sha256:432eb7735463c00a4c48600387cd840d95b8773e0d9187da4d4b207a5cb3c967

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:33.054764Z digest=sha256:a23f420fb17da29757865d872ba5b33379e79e2db58bb07b2569585e177eee10

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:34.124764Z digest=sha256:16040a0ef8ddc7b2c28692dfbd7c85267e2fb1db018bd2e5ee486f1466d2ebb3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:34.191428Z digest=sha256:8007f667ec5a1a758f7ae2001f041d4429d2a7ea981e686e406485b7e1acf7ee

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:34.338844Z digest=sha256:c9dd213da05fcda12d596f6efbf7e5a36313a18bdd669e62029154906b7211c5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:34.531084Z digest=sha256:e2dde905f3034b399861f724e3cd5903b02b8a17942c884f3e968178e4a2ca89

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:34.734850Z digest=sha256:4eb59a211ef87c35995b26f5afdcfffbc9341abdf33700ae63705cf9e2355904

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:34.920505Z digest=sha256:ae9eb0127840f4750e768255b06717f9e576ae4767e23f39d0aa05e70c945c49

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:35.028520Z digest=sha256:2eb26aa1ec516d5e4b95bdb392383c02429a6dc0b6058a10d9ede61b28646e6a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:35.178911Z digest=sha256:338c5dbffd9fa67e60d9115f087f1259f4d7c635852444159e0fe16dce13adc7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:35.324748Z digest=sha256:0383dd2fba7afad132b87f60fb868a711e7c292171a9ff4381ab88bd004e64c5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:35.439660Z digest=sha256:461a5edc692067f5e4e1944b18ac7e2d6c35a364c46adf643367180573546587

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:35.514780Z digest=sha256:0dacdab57e59201dedc69c49d19d0a06f0f30198e68198d97df4acbbc7a86539

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:35.614796Z digest=sha256:239a0209d9ea192385e2ad6bd7260859885369085929f9d543cc23b6a716df08

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:31.526963Z digest=sha256:3dae91d8607a03cff28b009474ee45b1326d66dbdfeebb8fce6fa83d697fabbc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:44:29.895407Z digest=sha256:e8bf8aed36877821f44e2556d18fea69fa38b6cd7e2d77bc177b42eb0ab07e7e

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.