Triple

T1863972
Position Surface form Disambiguated ID Type / Status
Subject ABC E34877 entity
Predicate hasMember P10 FINISHED
Object Martin Fry
Martin Fry is an English singer, songwriter, and record producer best known as the lead vocalist of the 1980s new wave band ABC.
 E208599 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: Martin Fry | Statement: [ABC, hasMember, Martin Fry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martin Fry
Context triple: [ABC, hasMember, Martin Fry]
  • A. Dave Stewart
    Dave Stewart is a former Major League Baseball pitcher best known as a dominant ace for the Oakland Athletics during the late 1980s and early 1990s.
  • B. Mark Owen
    Mark Owen is an English singer and songwriter best known as a member of the pop group Take That.
  • C. Andy Bell
    Andy Bell is an English musician and songwriter best known as the bassist for the rock band Oasis and later a member of Beady Eye and Ride.
  • D. Stuart Maynard
    Stuart Maynard is an English football manager best known for managing Notts County F.C. in the lower tiers of the English football league system.
  • E. Geoff Downes
    Geoff Downes is an English keyboardist and songwriter best known as a member of The Buggles and the progressive rock bands Yes and Asia.
  • 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: Martin Fry
Triple: [ABC, hasMember, Martin Fry]
Generated description
Martin Fry is an English singer, songwriter, and record producer best known as the lead vocalist of the 1980s new wave band ABC.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martin Fry
Target entity description: Martin Fry is an English singer, songwriter, and record producer best known as the lead vocalist of the 1980s new wave band ABC.
  • A. Dave Stewart
    Dave Stewart is a former Major League Baseball pitcher best known as a dominant ace for the Oakland Athletics during the late 1980s and early 1990s.
  • B. Mark Owen
    Mark Owen is an English singer and songwriter best known as a member of the pop group Take That.
  • C. Andy Bell
    Andy Bell is an English musician and songwriter best known as the bassist for the rock band Oasis and later a member of Beady Eye and Ride.
  • D. Stuart Maynard
    Stuart Maynard is an English football manager best known for managing Notts County F.C. in the lower tiers of the English football league system.
  • E. Geoff Downes
    Geoff Downes is an English keyboardist and songwriter best known as a member of The Buggles and the progressive rock bands Yes and Asia.
  • 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_69a88600b2f88190bc09303e68ab517e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb0a0b4b881908b07c07db624701d completed March 7, 2026, 4:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69add1d2d2d48190b2234d1ec9ba9085 completed March 8, 2026, 7:45 p.m.
NEDg Description generation batch_69add28a8f848190bf6ea0924e7dd9fc completed March 8, 2026, 7:48 p.m.
NED2 Entity disambiguation (via description) batch_69add37ad9a481908b2a1476a8d33091 completed March 8, 2026, 7:52 p.m.
Created at: March 4, 2026, 7:34 p.m.