Triple

T9769838
Position Surface form Disambiguated ID Type / Status
Subject The Merseybeats E237094 entity
Predicate hasMember P10 FINISHED
Object Aaron Williams
Aaron Williams is a musician best known as a member of the British beat group The Merseybeats, part of the 1960s Merseybeat scene.
E821320 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: Aaron Williams | Statement: [The Merseybeats, hasMember, Aaron Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aaron Williams
Context triple: [The Merseybeats, hasMember, Aaron Williams]
  • A. Ryan Piers Williams
    Ryan Piers Williams is an American filmmaker and actor known for his work in independent cinema and his marriage to actress America Ferrera.
  • B. John Christopher Williams
    John Christopher Williams is an acclaimed Australian classical guitarist renowned for his virtuosity, diverse repertoire, and influential recordings.
  • C. Matthew York
    Matthew York is the son of American actor Dick York, best known for his role as the original Darrin Stephens on the television series "Bewitched."
  • D. Jonathan Williams
    Jonathan Williams was an American poet, publisher, and founder of the Jargon Society, closely associated with the experimental Black Mountain poetry movement.
  • E. Jonathan Williams
    Jonathan Williams was an early American military engineer and officer who served as the first superintendent of the United States Military Academy at West Point.
  • 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: Aaron Williams
Triple: [The Merseybeats, hasMember, Aaron Williams]
Generated description
Aaron Williams is a musician best known as a member of the British beat group The Merseybeats, part of the 1960s Merseybeat scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aaron Williams
Target entity description: Aaron Williams is a musician best known as a member of the British beat group The Merseybeats, part of the 1960s Merseybeat scene.
  • A. Ryan Piers Williams
    Ryan Piers Williams is an American filmmaker and actor known for his work in independent cinema and his marriage to actress America Ferrera.
  • B. John Christopher Williams
    John Christopher Williams is an acclaimed Australian classical guitarist renowned for his virtuosity, diverse repertoire, and influential recordings.
  • C. Matthew York
    Matthew York is the son of American actor Dick York, best known for his role as the original Darrin Stephens on the television series "Bewitched."
  • D. Jonathan Williams
    Jonathan Williams was an American poet, publisher, and founder of the Jargon Society, closely associated with the experimental Black Mountain poetry movement.
  • E. Jonathan Williams
    Jonathan Williams was an early American military engineer and officer who served as the first superintendent of the United States Military Academy at West Point.
  • 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_69ca84d831b8819090322686b47887ce completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda0f1dea08190b89bcc192b068c66 completed April 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c4154af081908ca743b43ade83c7 completed April 5, 2026, 2:08 a.m.
NEDg Description generation batch_69d1c4d62a78819089ece2bb1f5fb66b completed April 5, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69d1c589b90481908bc0944868d648b2 completed April 5, 2026, 2:14 a.m.
Created at: March 30, 2026, 8:26 p.m.