Triple

T5863738
Position Surface form Disambiguated ID Type / Status
Subject Cenzo Townshend E130335 entity
Predicate hasWorkedWith P9615 FINISHED
Object George Ezra
George Ezra is an English singer-songwriter known for his deep, soulful voice and hit songs like "Budapest" and "Shotgun."
E550126 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: George Ezra | Statement: [Cenzo Townshend, hasWorkedWith, George Ezra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George Ezra
Context triple: [Cenzo Townshend, hasWorkedWith, George Ezra]
  • A. Ed Sheeran
    Ed Sheeran is an English singer-songwriter and musician known for his melodic pop hits, acoustic ballads, and global commercial success.
  • B. Lewis Capaldi
    Lewis Capaldi is a Scottish singer-songwriter known for his powerful, emotive ballads and global hit "Someone You Loved."
  • C. Sam Smith
    Sam Smith is an English singer-songwriter known for their soulful pop ballads and powerful vocals, with multiple Grammy and Brit Awards to their name.
  • D. Johnny Flynn
    Johnny Flynn is a British actor, singer-songwriter, and frontman of the folk-rock band Johnny Flynn & The Sussex Wit, known for roles in film, television, and theatre.
  • E. James Blake
    James Blake is an American former professional tennis player who reached a career-high world No. 4 ranking and was known for his powerful forehand and speed on the court.
  • 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: George Ezra
Triple: [Cenzo Townshend, hasWorkedWith, George Ezra]
Generated description
George Ezra is an English singer-songwriter known for his deep, soulful voice and hit songs like "Budapest" and "Shotgun."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George Ezra
Target entity description: George Ezra is an English singer-songwriter known for his deep, soulful voice and hit songs like "Budapest" and "Shotgun."
  • A. Ed Sheeran
    Ed Sheeran is an English singer-songwriter and musician known for his melodic pop hits, acoustic ballads, and global commercial success.
  • B. Lewis Capaldi
    Lewis Capaldi is a Scottish singer-songwriter known for his powerful, emotive ballads and global hit "Someone You Loved."
  • C. Sam Smith
    Sam Smith is an English singer-songwriter known for their soulful pop ballads and powerful vocals, with multiple Grammy and Brit Awards to their name.
  • D. Johnny Flynn
    Johnny Flynn is a British actor, singer-songwriter, and frontman of the folk-rock band Johnny Flynn & The Sussex Wit, known for roles in film, television, and theatre.
  • E. James Blake
    James Blake is an American former professional tennis player who reached a career-high world No. 4 ranking and was known for his powerful forehand and speed on the court.
  • 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_69c0084f3bb08190a7720f55f7aa4252 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c035bdd698819089ffe5256df492aa completed March 22, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1ca4e488190aceb451ab5826818 completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a27816d0819096e69a0117200b49 completed March 23, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69c0a323d9248190aa803c27be3d5eec completed March 23, 2026, 2:19 a.m.
Created at: March 22, 2026, 3:56 p.m.