Triple

T2603463
Position Surface form Disambiguated ID Type / Status
Subject Hillsborough disaster E58597 entity
Predicate subjectOf P38 FINISHED
Object Taylor Inquiry
The Taylor Inquiry was the official investigation led by Lord Justice Taylor into the causes and circumstances of the Hillsborough disaster, resulting in a landmark report that transformed football stadium safety in the UK.
E281484 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: Taylor Inquiry | Statement: [Hillsborough disaster, subjectOf, Taylor Inquiry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taylor Inquiry
Context triple: [Hillsborough disaster, subjectOf, Taylor Inquiry]
  • A. 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.
  • B. Joint Inquiry report
    The Joint Inquiry report is the official congressional investigation document that examined U.S. intelligence community failures and activities related to the September 11, 2001 terrorist attacks.
  • C. The Chapman Report
    The Chapman Report is a 1962 American drama film, based on Irving Wallace’s novel, that explores the intimate lives and sexual attitudes of suburban women through the lens of a controversial research study.
  • D. Trace
    Trace is a large-scale installation by Chinese artist Ai Weiwei composed of thousands of LEGO portraits depicting political prisoners and activists from around the world.
  • E. Hunter Commission
    The Hunter Commission was a British-appointed committee of inquiry established in 1919 to investigate the Jallianwala Bagh massacre and related events in Punjab.
  • 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: Taylor Inquiry
Triple: [Hillsborough disaster, subjectOf, Taylor Inquiry]
Generated description
The Taylor Inquiry was the official investigation led by Lord Justice Taylor into the causes and circumstances of the Hillsborough disaster, resulting in a landmark report that transformed football stadium safety in the UK.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taylor Inquiry
Target entity description: The Taylor Inquiry was the official investigation led by Lord Justice Taylor into the causes and circumstances of the Hillsborough disaster, resulting in a landmark report that transformed football stadium safety in the UK.
  • A. 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.
  • B. Joint Inquiry report
    The Joint Inquiry report is the official congressional investigation document that examined U.S. intelligence community failures and activities related to the September 11, 2001 terrorist attacks.
  • C. The Chapman Report
    The Chapman Report is a 1962 American drama film, based on Irving Wallace’s novel, that explores the intimate lives and sexual attitudes of suburban women through the lens of a controversial research study.
  • D. Trace
    Trace is a large-scale installation by Chinese artist Ai Weiwei composed of thousands of LEGO portraits depicting political prisoners and activists from around the world.
  • E. Hunter Commission
    The Hunter Commission was a British-appointed committee of inquiry established in 1919 to investigate the Jallianwala Bagh massacre and related events in Punjab.
  • 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_69ab4ac3523881909679750c9f8c2dec completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd48241c48190bc80418212e33bc8 completed March 7, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83d6daa4819087ee111e648ce71d completed March 10, 2026, 2:37 a.m.
NEDg Description generation batch_69af851e85e0819080d57dc7dbd3a901 completed March 10, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69af858561f48190b7a2863d733a1b13 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.