Triple

T12196957
Position Surface form Disambiguated ID Type / Status
Subject City of Death E290612 entity
Predicate director P255 FINISHED
Object Michael Hayes
Michael Hayes was a British television director best known for his work on the classic science fiction series Doctor Who, including the acclaimed serial "City of Death."
 E1001425 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: Michael Hayes | Statement: [City of Death, director, Michael Hayes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Hayes
Context triple: [City of Death, director, Michael Hayes]
  • A. John Hayes
    John Hayes is a technology entrepreneur best known as a co-founder of the data storage company Pure Storage.
  • B. John Michael Hayes
    John Michael Hayes was an American screenwriter best known for his collaborations with Alfred Hitchcock, including writing the screenplay for "Rear Window."
  • C. Peter Hayes
    Peter Hayes is a British diplomat and civil servant who has served in senior roles including Commissioner of the British Antarctic Territory.
  • D. Philip Dunn
    Philip Dunn is a relatively obscure individual whose specific public notability is not clearly established from the available information.
  • E. Gregory J. Hayes
    Gregory J. Hayes is an American business executive best known for leading major aerospace and defense companies, including serving as CEO of RTX (formerly Raytheon Technologies).
  • 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: Michael Hayes
Triple: [City of Death, director, Michael Hayes]
Generated description
Michael Hayes was a British television director best known for his work on the classic science fiction series Doctor Who, including the acclaimed serial "City of Death."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Hayes
Target entity description: Michael Hayes was a British television director best known for his work on the classic science fiction series Doctor Who, including the acclaimed serial "City of Death."
  • A. John Hayes
    John Hayes is a technology entrepreneur best known as a co-founder of the data storage company Pure Storage.
  • B. John Michael Hayes
    John Michael Hayes was an American screenwriter best known for his collaborations with Alfred Hitchcock, including writing the screenplay for "Rear Window."
  • C. Peter Hayes
    Peter Hayes is a British diplomat and civil servant who has served in senior roles including Commissioner of the British Antarctic Territory.
  • D. Philip Dunn
    Philip Dunn is a relatively obscure individual whose specific public notability is not clearly established from the available information.
  • E. Gregory J. Hayes
    Gregory J. Hayes is an American business executive best known for leading major aerospace and defense companies, including serving as CEO of RTX (formerly Raytheon Technologies).
  • 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_69d6ab64de5881908d56eb7a75c6cc69 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c56b4d88190b6a32baff3375dc4 completed April 10, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f684cc45b48190a388b38ef301c2f8 completed May 2, 2026, 11:12 p.m.
NEDg Description generation batch_69f685dac5cc8190b4bc2d81186c9266 completed May 2, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69f6869156048190b548ecd04561deb8 completed May 2, 2026, 11:19 p.m.
Created at: April 8, 2026, 9:50 p.m.