Triple

T3972688
Position Surface form Disambiguated ID Type / Status
Subject Keane E92368 entity
Predicate member P10 FINISHED
Object Richard Hughes
Richard Hughes is an English drummer best known as a founding member of the alternative rock band Keane.
 E405304 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: Richard Hughes | Statement: [Keane, member, Richard Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Richard Hughes
Context triple: [Keane, member, Richard Hughes]
  • A. Richard Hughes
    Richard Hughes is a British economist and civil servant who serves as the head of the UK's independent fiscal watchdog, overseeing analysis of the government's public finances and economic forecasts.
  • B. Richard Llewellyn
    Richard Llewellyn was a Welsh novelist best known for his 1939 work "How Green Was My Valley," a classic depiction of life in a South Wales mining community.
  • C. Anthony Powell
    Anthony Powell was an English novelist best known for his twelve-volume series "A Dance to the Music of Time," a landmark of 20th-century British literature.
  • D. Anthony Powell
    Anthony Powell was an acclaimed British costume designer known for his Oscar-winning work on major films and collaborations with prominent directors.
  • E. L. P. Hartley
    L. P. Hartley was a British novelist best known for his 1953 novel "The Go-Between," a classic exploration of memory, class, and lost innocence.
  • 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: Richard Hughes
Triple: [Keane, member, Richard Hughes]
Generated description
Richard Hughes is an English drummer best known as a founding member of the alternative rock band Keane.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Richard Hughes
Target entity description: Richard Hughes is an English drummer best known as a founding member of the alternative rock band Keane.
  • A. Richard Hughes
    Richard Hughes is a British economist and civil servant who serves as the head of the UK's independent fiscal watchdog, overseeing analysis of the government's public finances and economic forecasts.
  • B. Richard Llewellyn
    Richard Llewellyn was a Welsh novelist best known for his 1939 work "How Green Was My Valley," a classic depiction of life in a South Wales mining community.
  • C. Anthony Powell
    Anthony Powell was an English novelist best known for his twelve-volume series "A Dance to the Music of Time," a landmark of 20th-century British literature.
  • D. Anthony Powell
    Anthony Powell was an acclaimed British costume designer known for his Oscar-winning work on major films and collaborations with prominent directors.
  • E. L. P. Hartley
    L. P. Hartley was a British novelist best known for his 1953 novel "The Go-Between," a classic exploration of memory, class, and lost innocence.
  • 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_69aed96624188190ac8c45bb57ab72b5 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef996ff6c8190ba8cc490e4744b95 completed March 9, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5400fa9ac8190adf70a4c49eac32c completed March 14, 2026, 11:01 a.m.
NEDg Description generation batch_69b5442537488190a7a99e09ee154057 completed March 14, 2026, 11:19 a.m.
NED2 Entity disambiguation (via description) batch_69b544f60e288190973aaf0a4136a072 completed March 14, 2026, 11:22 a.m.
Created at: March 9, 2026, 3:32 p.m.