Paper Citation Record · LEDGER

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment

As of 15 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2507.09060.

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

pith.paper-citation-record.v1
2507.09060 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:10:18.601880Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

32 of 32 outbound references displayed

verified exact2
verified fuzzy14
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 559d5e29-769d-4145-86fb-c6d56e7d9113 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Constitutional AI: Harmlessness from AI Feedback

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:16.216312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 972d9f31-03b8-49c2-915f-c1d7059d3e87 · outbound

This paper cites Fine-tuning language models to find agreement among humans with diverse preferences.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Fine-tuning language models to find agreement among humans with diverse preferences

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:11:15.179017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e1d21c69-50d0-4eb3-99a6-92bc33b6f4ea · outbound

This paper cites Stela: a community-centred approach to norm elicitation for ai alignment.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Stela: a community-centred approach to norm elicitation for ai alignment

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:11:15.082226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 500d41d9-b018-4ab8-944a-2fc9a6eb832c · outbound

This paper cites Pitfalls of evidence-based ai policy.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Pitfalls of evidence-based ai policy

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:16.424381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d964073-de06-4b61-9107-c1ea0e6d122a · outbound

This paper cites C., Amershi, S., and Kamar, E.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment C., Amershi, S., and Kamar, E

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:11:14.982751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a51f1a84-b048-43d7-971c-c1fc400b5761 · outbound

This paper cites Constructionism and the grounded theory method.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Constructionism and the grounded theory method

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:11:14.905002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0aeae34e-7c9d-4373-97d1-3bdf6d2c28da · outbound

This paper cites B., and Weld, D.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment B., and Weld, D

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:11:14.825842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1bc69fa1-00f7-492d-a817-92d8f5655d7e · outbound

This paper cites SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:16.759470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78474ed6-99a3-418a-a40d-84f4167e9d97 · outbound

This paper cites KTO: Model Alignment as Prospect Theoretic Optimization.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment KTO: Model Alignment as Prospect Theoretic Optimization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:16.796960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 086477ae-b001-45da-bddf-662207e8b04f · outbound

This paper cites Generative Social Choice.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Generative Social Choice

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:16.873323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91ff1908-eaa5-476e-a9b8-aa098d9aa1cf · outbound

This paper cites Collective constitutional ai: Aligning a language model with public input, Oct 2023.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Collective constitutional ai: Aligning a language model with public input, Oct 2023

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:11:14.721149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bd65a3e4-9fa0-4816-a51c-1261abc1976d · outbound

This paper cites Improving alignment of dialogue agents via targeted human judgements.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Improving alignment of dialogue agents via targeted human judgements

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:17.000722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d45f9da3-cae2-44f7-8584-3cb0b65e4eb1 · outbound

This paper cites Binary Classifier Optimization for Large Language Model Alignment.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Binary Classifier Optimization for Large Language Model Alignment

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:17.153687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9cb7a50-68ba-4fd2-8f00-961dc89fa6ad · outbound

This paper cites M., Kirk, H.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment M., Kirk, H

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:11:14.589371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 97eacb36-d7ab-4c1f-9b79-8def244e34cb · outbound

This paper cites Aligning Large Language Models through Synthetic Feedback.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Aligning Large Language Models through Synthetic Feedback

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:17.344971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d532aa9-d4a7-4f19-8b3e-9fd5fbdacc58 · outbound

This paper cites The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:17.396119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf590e81-599f-4c87-930e-35d656d9ecfa · outbound

This paper cites Wikibench: Community-Driven Data Curation for AI Evaluation on Wikipedia.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Wikibench: Community-Driven Data Curation for AI Evaluation on Wikipedia

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:10:19.058295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 401eafed-5305-4479-a2f9-3b38376fb4a8 · outbound

This paper cites Second thoughts are best: Learning to re-align with human values from text edits.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Second thoughts are best: Learning to re-align with human values from text edits

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:11:14.457368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7ab8a272-1702-48cb-953b-ac416910861c · outbound

This paper cites Aligning generative language models with human values.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Aligning generative language models with human values

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:11:14.343641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0a37bf2e-20ab-42ed-9c82-cc29136a0050 · outbound

This paper cites LocalValueBench: A Collaboratively Built and Extensible Benchmark for Evaluating Localized Value Alignment and Ethical Safety in Large Language Models.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment LocalValueBench: A Collaboratively Built and Extensible Benchmark for Evaluating Localized Value Alignment and Ethical Safety in Large Language Models

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:10:18.909116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 68de7abf-b491-4e89-8f04-ff4b956abec0 · outbound

This paper cites On Releasing Annotator-Level Labels and Information in Datasets.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment On Releasing Annotator-Level Labels and Information in Datasets

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:17.782556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38fe106d-f93a-48c3-abb4-6a118f8c36c2 · outbound

This paper cites Open Coding for Machine Learning.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Open Coding for Machine Learning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:10:19.943379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a60e1469-37a4-4fd5-8dad-4578fab0299c · outbound

This paper cites Mapping affinities: visualizing academic practice through collaboration.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Mapping affinities: visualizing academic practice through collaboration

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:10:19.842301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 10fb1e30-f5ab-4e6d-93d6-93b5124d2edb · outbound

This paper cites Large Language Model Alignment: A Survey.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Large Language Model Alignment: A Survey

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:18.023528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc1cfdec-5cf3-42d8-b9f5-6e6b078faac7 · outbound

This paper cites Polis: Scaling deliberation by mapping high dimensional opinion spaces.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Polis: Scaling deliberation by mapping high dimensional opinion spaces

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:10:19.631846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4699fd5c-ce02-42da-822a-a32061927a65 · outbound

This paper cites and Dennison, C.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment and Dennison, C

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:10:19.532049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9f1a14ef-4d87-4a74-9dec-b20453a0a360 · outbound

This paper cites A Roadmap to Pluralistic Alignment.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment A Roadmap to Pluralistic Alignment

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:18.239932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7c8015e-3c13-4bf1-bfbc-7df13e0bfdea · outbound

This paper cites Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:18.299705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09eb7e5e-a3dc-4ff6-9308-1f15f9d1c11f · outbound

This paper cites R., Everett, R., Huang, S., Zhu, T.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment R., Everett, R., Huang, S., Zhu, T

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:10:19.424223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c1e526f1-caaf-4998-94fd-f344e85dcf33 · outbound

This paper cites FUDGE: Controlled Text Generation With Future Discriminators.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment FUDGE: Controlled Text Generation With Future Discriminators

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:18.409654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c501e749-bbad-49d1-816e-e3168c19cce5 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:18.492330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a7957cd-bc56-48f9-90aa-a2122678b5b4 · outbound

This paper cites write newline.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment write newline

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:18.601880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.