Triple

T15843182
Position Surface form Disambiguated ID Type / Status
Subject Midland F1 Racing E384147 entity
Predicate technicalDirector P255 FINISHED
Object James Key
James Key is a British motorsport engineer best known for his long career as a Formula One technical director with multiple teams.
E1179754 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: James Key | Statement: [Midland F1 Racing, technicalDirector, James Key]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Key
Context triple: [Midland F1 Racing, technicalDirector, James Key]
  • A. Adam Kesher
    Adam Kesher is a fictional Hollywood film director whose troubled career and personal life play a central role in David Lynch’s surreal neo-noir film "Mulholland Drive."
  • B. Martin Byrde
    Martin Byrde is the financially savvy but morally conflicted protagonist of the television series "Ozark," who becomes entangled in money laundering for a Mexican drug cartel.
  • C. Eric Dill
    Eric Dill is an American singer and musician best known as the former lead vocalist of the pop rock band The Click Five.
  • D. Douglas Bush
    Douglas Bush was a prominent American literary scholar and critic, best known for his influential work on English Renaissance literature and his long tenure at Harvard University.
  • E. Jeff Mullins
    Jeff Mullins is a former American basketball player best known as a three-time NBA All-Star and key contributor to the Golden State Warriors’ 1975 championship team.
  • 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: James Key
Triple: [Midland F1 Racing, technicalDirector, James Key]
Generated description
James Key is a British motorsport engineer best known for his long career as a Formula One technical director with multiple teams.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Key
Target entity description: James Key is a British motorsport engineer best known for his long career as a Formula One technical director with multiple teams.
  • A. Adam Kesher
    Adam Kesher is a fictional Hollywood film director whose troubled career and personal life play a central role in David Lynch’s surreal neo-noir film "Mulholland Drive."
  • B. Martin Byrde
    Martin Byrde is the financially savvy but morally conflicted protagonist of the television series "Ozark," who becomes entangled in money laundering for a Mexican drug cartel.
  • C. Eric Dill
    Eric Dill is an American singer and musician best known as the former lead vocalist of the pop rock band The Click Five.
  • D. Douglas Bush
    Douglas Bush was a prominent American literary scholar and critic, best known for his influential work on English Renaissance literature and his long tenure at Harvard University.
  • E. Jeff Mullins
    Jeff Mullins is a former American basketball player best known as a three-time NBA All-Star and key contributor to the Golden State Warriors’ 1975 championship team.
  • 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_69d86da422088190aac39e32e6c68429 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e142ea3da08190a9d2d5917f84907c completed April 16, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa1412c9481909808473e14058033 completed May 9, 2026, 9:04 p.m.
NEDg Description generation batch_69ffa419c6dc81908c9678f8434530f8 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa4cff5088190a7f11fd62941f4fb completed May 9, 2026, 9:19 p.m.
Created at: April 10, 2026, 4:50 a.m.