Triple

T10768336
Position Surface form Disambiguated ID Type / Status
Subject Bob Hepple E254010 entity
Predicate notableWork P4 FINISHED
Object Equality: The New Legal Framework
"Equality: The New Legal Framework" is a seminal legal text by Bob Hepple that analyzes and shapes modern anti-discrimination and equality law in the UK and Europe.
E884717 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: Equality: The New Legal Framework | Statement: [Bob Hepple, notableWork, Equality: The New Legal Framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Equality: The New Legal Framework
Context triple: [Bob Hepple, notableWork, Equality: The New Legal Framework]
  • A. Taking Rights Seriously
    Taking Rights Seriously is a seminal work of legal and political philosophy by Ronald Dworkin that argues for the fundamental importance of individual rights in constraining and guiding law and government.
  • B. Contexts of Justice
    Contexts of Justice is a major philosophical work by Rainer Forst that develops a comprehensive theory of justice grounded in the idea of justification and the plurality of social contexts in which justice claims arise.
  • C. “The Hollow Hope: Can Courts Bring About Social Change?”
    “The Hollow Hope: Can Courts Bring About Social Change?” is a seminal book by political scientist Gerald N. Rosenberg that argues courts are structurally limited in their ability to produce significant social reform.
  • D. The Mirage of Social Justice
    The Mirage of Social Justice is a volume in Friedrich A. Hayek’s "Law, Legislation and Liberty" series that critiques the concept of social justice as incoherent and incompatible with a free-market order.
  • E. A Common Law for the Age of Statutes
    A Common Law for the Age of Statutes is a highly influential legal theory book by Guido Calabresi that examines how courts should interpret and adapt statutory law within modern legal systems.
  • 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: Equality: The New Legal Framework
Triple: [Bob Hepple, notableWork, Equality: The New Legal Framework]
Generated description
"Equality: The New Legal Framework" is a seminal legal text by Bob Hepple that analyzes and shapes modern anti-discrimination and equality law in the UK and Europe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Equality: The New Legal Framework
Target entity description: "Equality: The New Legal Framework" is a seminal legal text by Bob Hepple that analyzes and shapes modern anti-discrimination and equality law in the UK and Europe.
  • A. Taking Rights Seriously
    Taking Rights Seriously is a seminal work of legal and political philosophy by Ronald Dworkin that argues for the fundamental importance of individual rights in constraining and guiding law and government.
  • B. Contexts of Justice
    Contexts of Justice is a major philosophical work by Rainer Forst that develops a comprehensive theory of justice grounded in the idea of justification and the plurality of social contexts in which justice claims arise.
  • C. “The Hollow Hope: Can Courts Bring About Social Change?”
    “The Hollow Hope: Can Courts Bring About Social Change?” is a seminal book by political scientist Gerald N. Rosenberg that argues courts are structurally limited in their ability to produce significant social reform.
  • D. The Mirage of Social Justice
    The Mirage of Social Justice is a volume in Friedrich A. Hayek’s "Law, Legislation and Liberty" series that critiques the concept of social justice as incoherent and incompatible with a free-market order.
  • E. A Common Law for the Age of Statutes
    A Common Law for the Age of Statutes is a highly influential legal theory book by Guido Calabresi that examines how courts should interpret and adapt statutory law within modern legal systems.
  • 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_69d6aa5f54f4819082d0bbcb6f8797e6 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d7322f9968819098b0ad54b913bfe4 completed April 9, 2026, 4:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69de236d0a78819090774656b7b492e5 completed April 14, 2026, 11:22 a.m.
NEDg Description generation batch_69de271fb08c8190a44c547083226fd8 completed April 14, 2026, 11:38 a.m.
NED2 Entity disambiguation (via description) batch_69de2cecc24c8190a240366e0600426a completed April 14, 2026, 12:02 p.m.
Created at: April 8, 2026, 9:16 p.m.