Triple

T20335155
Position Surface form Disambiguated ID Type / Status
Subject The Professionals E492588 entity
Predicate hasMember P10 FINISHED
Object Tom Spencer
Tom Spencer is a fictional character who appears as a member of the elite law-enforcement team in the British television series "The Professionals."
 E1424716 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: Tom Spencer | Statement: [The Professionals, hasMember, Tom Spencer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tom Spencer
Context triple: [The Professionals, hasMember, Tom Spencer]
  • A. Tim Spencer
    Tim Spencer was an American singer, songwriter, and Western music pioneer best known as a founding member of the influential cowboy harmony group Sons of the Pioneers.
  • B. Tim Spencer
    Tim Spencer is a former American football running back best known for his standout play in the early 1980s, including in the USFL and later the NFL.
  • C. Scott Spencer
    Scott Spencer is an American novelist best known for his intense psychological and romantic dramas, particularly his acclaimed novel "Endless Love."
  • D. Ben Spencer
    Ben Spencer is a British Conservative Party politician and psychiatrist who serves as the Member of Parliament for Runnymede and Weybridge.
  • E. Sam Spence
    Sam Spence was an American composer best known for his dramatic, orchestral music scores that defined the sound of NFL highlight films and sports broadcasting in the 1960s and 1970s.
  • 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: Tom Spencer
Triple: [The Professionals, hasMember, Tom Spencer]
Generated description
Tom Spencer is a fictional character who appears as a member of the elite law-enforcement team in the British television series "The Professionals."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tom Spencer
Target entity description: Tom Spencer is a fictional character who appears as a member of the elite law-enforcement team in the British television series "The Professionals."
  • A. Tim Spencer
    Tim Spencer was an American singer, songwriter, and Western music pioneer best known as a founding member of the influential cowboy harmony group Sons of the Pioneers.
  • B. Tim Spencer
    Tim Spencer is a former American football running back best known for his standout play in the early 1980s, including in the USFL and later the NFL.
  • C. Scott Spencer
    Scott Spencer is an American novelist best known for his intense psychological and romantic dramas, particularly his acclaimed novel "Endless Love."
  • D. Ben Spencer
    Ben Spencer is a British Conservative Party politician and psychiatrist who serves as the Member of Parliament for Runnymede and Weybridge.
  • E. Sam Spence
    Sam Spence was an American composer best known for his dramatic, orchestral music scores that defined the sound of NFL highlight films and sports broadcasting in the 1960s and 1970s.
  • 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_69e0b4a1a09881908d97270d6971a25a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e677ea8a088190b2b37accd6b24277 completed April 20, 2026, 7 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08695627048190bd58a00534bacce4 completed May 16, 2026, 12:55 p.m.
NEDg Description generation batch_6a0869e378fc8190a82d1e01006cf19a completed May 16, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_6a086a6ad6c88190be1770758d2e1bbf completed May 16, 2026, 1 p.m.
Created at: April 16, 2026, 11:23 a.m.