Triple

T11834713
Position Surface form Disambiguated ID Type / Status
Subject Taylor Inquiry E281484 entity
Predicate alsoKnownAs P39 FINISHED
Object Hillsborough Taylor Inquiry
The Hillsborough Taylor Inquiry was a judicial investigation led by Lord Justice Taylor into the causes and circumstances of the 1989 Hillsborough stadium disaster and the safety of football grounds in England.
E950257 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: Hillsborough Taylor Inquiry | Statement: [Taylor Inquiry, alsoKnownAs, Hillsborough Taylor Inquiry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hillsborough Taylor Inquiry
Context triple: [Taylor Inquiry, alsoKnownAs, Hillsborough Taylor Inquiry]
  • A. Hutton Inquiry
    The Hutton Inquiry was a British judicial investigation led by Lord Hutton into the circumstances surrounding the death of weapons expert Dr. David Kelly and the government's handling of intelligence on Iraq's weapons of mass destruction.
  • B. Cullen Inquiry
    The Cullen Inquiry was a major public investigation in the UK that examined the causes and safety failures behind the Ladbroke Grove rail crash and led to significant reforms in railway safety regulation.
  • C. Barron Inquiry
    The Barron Inquiry was an official Irish investigation led by Justice Henry Barron into a series of Troubles-related bombings, including the 1974 Dublin and Monaghan attacks, examining their circumstances and possible collusion.
  • D. Saville Inquiry
    The Saville Inquiry was a major British public investigation led by Lord Saville of Newdigate into the events of Bloody Sunday in Northern Ireland, ultimately concluding that the killings of unarmed civil rights protesters by British soldiers were unjustified.
  • E. Hillsborough Independent Panel
    The Hillsborough Independent Panel was a body established by the UK government to review and disclose all documentation related to the 1989 Hillsborough stadium disaster, aiming to uncover the truth and provide justice for the victims and their families.
  • 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: Hillsborough Taylor Inquiry
Triple: [Taylor Inquiry, alsoKnownAs, Hillsborough Taylor Inquiry]
Generated description
The Hillsborough Taylor Inquiry was a judicial investigation led by Lord Justice Taylor into the causes and circumstances of the 1989 Hillsborough stadium disaster and the safety of football grounds in England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hillsborough Taylor Inquiry
Target entity description: The Hillsborough Taylor Inquiry was a judicial investigation led by Lord Justice Taylor into the causes and circumstances of the 1989 Hillsborough stadium disaster and the safety of football grounds in England.
  • A. Hutton Inquiry
    The Hutton Inquiry was a British judicial investigation led by Lord Hutton into the circumstances surrounding the death of weapons expert Dr. David Kelly and the government's handling of intelligence on Iraq's weapons of mass destruction.
  • B. Cullen Inquiry
    The Cullen Inquiry was a major public investigation in the UK that examined the causes and safety failures behind the Ladbroke Grove rail crash and led to significant reforms in railway safety regulation.
  • C. Barron Inquiry
    The Barron Inquiry was an official Irish investigation led by Justice Henry Barron into a series of Troubles-related bombings, including the 1974 Dublin and Monaghan attacks, examining their circumstances and possible collusion.
  • D. Saville Inquiry
    The Saville Inquiry was a major British public investigation led by Lord Saville of Newdigate into the events of Bloody Sunday in Northern Ireland, ultimately concluding that the killings of unarmed civil rights protesters by British soldiers were unjustified.
  • E. Hillsborough Independent Panel
    The Hillsborough Independent Panel was a body established by the UK government to review and disclose all documentation related to the 1989 Hillsborough stadium disaster, aiming to uncover the truth and provide justice for the victims and their families.
  • 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_69d6ab276f8c8190b1966a0ef11349ac completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a62e7e408190998bebe346c82e89 completed April 10, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69f16753f4f88190940e53312aff4333 completed April 29, 2026, 2:05 a.m.
NEDg Description generation batch_69f17004fb908190a486c6718c5252cb completed April 29, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69f1db11f0f48190832ca4f552f21751 completed April 29, 2026, 10:18 a.m.
Created at: April 8, 2026, 9:43 p.m.