Triple

T16821313
Position Surface form Disambiguated ID Type / Status
Subject Shami Chakrabarti E408898 entity
Predicate notableWork P4 FINISHED
Object On Liberty
On Liberty is a book by British human rights lawyer Shami Chakrabarti in which she reflects on civil liberties, state power, and the impact of post-9/11 security policies on individual freedom.
E1235302 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: On Liberty | Statement: [Shami Chakrabarti, notableWork, On Liberty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: On Liberty
Context triple: [Shami Chakrabarti, notableWork, On Liberty]
  • A. On Liberty
    On Liberty is a foundational 1859 philosophical essay by John Stuart Mill that defends individual freedom and limits on state and social authority.
  • B. The Constitution of Liberty
    The Constitution of Liberty is a 1960 political philosophy book by economist Friedrich Hayek that defends classical liberalism, the rule of law, and individual freedom against collectivist and interventionist doctrines.
  • C. Four Essays on Liberty
    Four Essays on Liberty is a collection of political philosophy essays by Isaiah Berlin that explores concepts of freedom, particularly his influential distinction between negative and positive liberty.
  • D. An Essay on Rights
    An Essay on Rights is a philosophical work by Hillel Steiner that develops a systematic, libertarian theory of rights grounded in concepts of justice, ownership, and equality.
  • E. The Ethics of Liberty
    The Ethics of Liberty is a foundational libertarian philosophical work by Murray Rothbard that systematically defends a natural-rights, anarcho-capitalist vision of a stateless society based on self-ownership and private property.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: On Liberty
Triple: [Shami Chakrabarti, notableWork, On Liberty]
Generated description
On Liberty is a book by British human rights lawyer Shami Chakrabarti in which she reflects on civil liberties, state power, and the impact of post-9/11 security policies on individual freedom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: On Liberty
Target entity description: On Liberty is a book by British human rights lawyer Shami Chakrabarti in which she reflects on civil liberties, state power, and the impact of post-9/11 security policies on individual freedom.
  • A. On Liberty
    On Liberty is a foundational 1859 philosophical essay by John Stuart Mill that defends individual freedom and limits on state and social authority.
  • B. The Constitution of Liberty
    The Constitution of Liberty is a 1960 political philosophy book by economist Friedrich Hayek that defends classical liberalism, the rule of law, and individual freedom against collectivist and interventionist doctrines.
  • C. Four Essays on Liberty
    Four Essays on Liberty is a collection of political philosophy essays by Isaiah Berlin that explores concepts of freedom, particularly his influential distinction between negative and positive liberty.
  • D. An Essay on Rights
    An Essay on Rights is a philosophical work by Hillel Steiner that develops a systematic, libertarian theory of rights grounded in concepts of justice, ownership, and equality.
  • E. The Ethics of Liberty
    The Ethics of Liberty is a foundational libertarian philosophical work by Murray Rothbard that systematically defends a natural-rights, anarcho-capitalist vision of a stateless society based on self-ownership and private property.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d88394566c8190b3dcbdc72935f7fa completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b2e6b59c8190ad562a80e71ce54c completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b29a3854819099eed580eea5d84d completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b32d2a588190b59bad56f8817bce completed May 10, 2026, 4:32 p.m.
NED2 Entity disambiguation (via description) batch_6a00b3d14b3c819081f435777f47eca3 completed May 10, 2026, 4:35 p.m.
Created at: April 10, 2026, 5:23 a.m.