Paper Citation Record · LEDGER

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing

As of 10 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2506.04042.

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

pith.paper-citation-record.v1
2506.04042 v2

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-22T00:33:07.450574Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

29 of 29 outbound references displayed

verified exact1
verified fuzzy24
unresolved3
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cb03b2cf-90c2-4bef-a2de-50407c20fcc2 · outbound

This paper cites Large language models: A survey.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Large language models: A survey

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:28.999449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cb3f5eab-cf8f-4327-9dc7-fd433db3dc4c · outbound

This paper cites A survey of large language models.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing A survey of large language models

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:29.048644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 05dd1101-2f2d-499c-ba4f-dce599987fa8 · outbound

This paper cites Language models as knowledge bases: On entity representations, storage capacity, and paraphrased queries.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Language models as knowledge bases: On entity representations, storage capacity, and paraphrased queries

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:29.037653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 82bb3e5d-c229-420b-b45b-3c12e2cf3b27 · outbound

This paper cites an unresolved cited work.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-22T00:34:29.044634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3a5eacd9-4a00-4cb1-a577-9f6eeceee740 · outbound

This paper cites an unresolved cited work.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-22T00:34:29.030692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6c10d7bb-fbb0-496e-80b8-da9a913b312d · outbound

This paper cites A comprehensive study of knowledge editing for large language models.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing A comprehensive study of knowledge editing for large language models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:28.943881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation af36b713-2d1d-41cd-9a57-7aa8b3bef6e8 · outbound

This paper cites Locating and editing factual associations in GPT.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Locating and editing factual associations in GPT

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:28.962748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8cf89f38-a66d-4c59-b069-f53617ec0bd8 · outbound

This paper cites Mass-Editing Memory in a Transformer.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Mass-Editing Memory in a Transformer

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-22T00:34:28.574662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 95f51dab-666b-48f9-aa39-e59e59a90896 · outbound

This paper cites Alphaedit: Null-space constrained knowledge editing for language models.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Alphaedit: Null-space constrained knowledge editing for language models

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:28.933863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9aad1cc3-1256-4e32-a7de-4b99081de225 · outbound

This paper cites Relation also knows: Rethinking the recall and editing of factual associations in auto-regressive transformer language models.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Relation also knows: Rethinking the recall and editing of factual associations in auto-regressive transformer language models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:28.922659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 51e21cbe-e782-420a-8f04-12c69dfe1059 · outbound

This paper cites Unveiling the pitfalls of knowledge editing for large language models.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Unveiling the pitfalls of knowledge editing for large language models

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:28.998906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a8d9ab39-4735-4c5f-9983-25fd4bdf6e85 · outbound

This paper cites Shortcut learning in in-context learning: A survey.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Shortcut learning in in-context learning: A survey

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:29.019165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2395a8a7-2877-40c7-8a6a-464e8474f407 · outbound

This paper cites Editing large language models: Problems, methods, and opportunities.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Editing large language models: Problems, methods, and opportunities

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:28.994661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 11fa9eed-eeca-4255-813a-f5d3fc8f0d53 · outbound

This paper cites Knowledge editing for large language models: A survey.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Knowledge editing for large language models: A survey

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:28.980335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d7255649-cfb8-4070-b2a6-9327ccfb5ee5 · outbound

This paper cites Wise: Rethinking the knowledge memory for lifelong model editing of large language models.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Wise: Rethinking the knowledge memory for lifelong model editing of large language models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:29.050449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 19814854-6ecc-4116-9df0-56bd0e143540 · outbound

This paper cites Memory-based model editing at scale.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Memory-based model editing at scale

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:29.012131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 387294a6-68e4-4866-b46c-e9812bf98818 · outbound

This paper cites Aging with grace: lifelong model editing with discrete key-value adaptors.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Aging with grace: lifelong model editing with discrete key-value adaptors

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:29.042302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 75e86b9c-1a9a-430a-ab88-5f87c63ef007 · outbound

This paper cites an unresolved cited work.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Unresolved cited work

Reference 18

Resolution: parse uncertain; raw_fallback, observed 2026-05-22T00:34:29.013336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation db51ecf3-60dc-469e-b1a3-6c93858da465 · outbound

This paper cites Editing factual knowledge in language models.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Editing factual knowledge in language models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:28.985735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation adcbac70-6977-4d10-990a-b635b78c870f · outbound

This paper cites an unresolved cited work.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-22T00:34:28.976355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d06a0be0-c4c4-4f74-a705-bde505251d4c · outbound

This paper cites Massive editing for large language models via meta learning.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Massive editing for large language models via meta learning

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:29.022962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ace3a533-ba11-4b0b-906c-92d8710874db · outbound

This paper cites Transformer feed-forward layers build predic- tions by promoting concepts in the vocabulary space.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Transformer feed-forward layers build predic- tions by promoting concepts in the vocabulary space

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:29.028301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 700fb2f0-9b34-4980-87bf-b89da50b3780 · outbound

This paper cites Dissecting recall of factual associations in auto-regressive language models.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Dissecting recall of factual associations in auto-regressive language models

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:29.054112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3d503897-e415-492d-b966-b03db9b956a3 · outbound

This paper cites Perturbation-restrained sequential model editing.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Perturbation-restrained sequential model editing

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:29.046930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 82d08bff-2007-484b-a987-9ecbfc4c5cc2 · outbound

This paper cites O-edit: Orthogonal subspace editing for language model sequential editing.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing O-edit: Orthogonal subspace editing for language model sequential editing

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:29.003272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b6306d37-3e09-462e-b1fb-10df9f414cac · outbound

This paper cites Language models are unsupervised multitask learners.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Language models are unsupervised multitask learners

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:29.025895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dbf52cee-c76b-4daa-ad5d-1f2c5e31321d · outbound

This paper cites Mesh-Transformer-JAX: Model-Parallel Implementation of Transformer Language Model with JAX.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Mesh-Transformer-JAX: Model-Parallel Implementation of Transformer Language Model with JAX

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:29.007005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8493c848-2a22-4a05-b457-7a4555b6da76 · outbound

This paper cites Zero-shot relation extraction via reading comprehension.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing Zero-shot relation extraction via reading comprehension

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:29.056023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 57423700-47fd-443a-b5a0-3be17c1ee987 · outbound

This paper cites The mother tongue of Danielle Darrieux.

Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing The mother tongue of Danielle Darrieux

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T00:34:29.051731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.