Triple

T16453701
Position Surface form Disambiguated ID Type / Status
Subject Matthews E399617 entity
Predicate hasNotableBearer P458 FINISHED
Object Stephen Matthews
Stephen Matthews is a linguist known for his work on Cantonese and other Sinitic languages, as well as for co-authoring influential grammars and studies in language typology.
 E1230843 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: Stephen Matthews | Statement: [Matthews, hasNotableBearer, Stephen Matthews]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephen Matthews
Context triple: [Matthews, hasNotableBearer, Stephen Matthews]
  • A. Scott Matthews
    Scott Matthews is an English singer-songwriter and guitarist known for his emotive vocals and atmospheric folk-rock compositions.
  • B. Paul Matthews
    Paul Matthews is a relatively common personal name shared by various individuals across fields such as sports, academia, and the arts, rather than referring to one singular widely recognized figure.
  • C. Joseph Matthews
    Joseph Matthews is a relatively obscure individual whose name is shared with multiple people, including authors and professionals, without a single widely recognized public figure dominating the name.
  • D. Don Matthews
    Don Matthews was a highly successful and influential Canadian Football League head coach, renowned for leading multiple teams to Grey Cup championships.
  • E. Daniel Matthews
    Daniel Matthews is a fictional character in the Saw horror film franchise, notably appearing as one of Jigsaw’s trapped victims in Saw II.
  • 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: Stephen Matthews
Triple: [Matthews, hasNotableBearer, Stephen Matthews]
Generated description
Stephen Matthews is a linguist known for his work on Cantonese and other Sinitic languages, as well as for co-authoring influential grammars and studies in language typology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephen Matthews
Target entity description: Stephen Matthews is a linguist known for his work on Cantonese and other Sinitic languages, as well as for co-authoring influential grammars and studies in language typology.
  • A. Scott Matthews
    Scott Matthews is an English singer-songwriter and guitarist known for his emotive vocals and atmospheric folk-rock compositions.
  • B. Paul Matthews
    Paul Matthews is a relatively common personal name shared by various individuals across fields such as sports, academia, and the arts, rather than referring to one singular widely recognized figure.
  • C. Joseph Matthews
    Joseph Matthews is a relatively obscure individual whose name is shared with multiple people, including authors and professionals, without a single widely recognized public figure dominating the name.
  • D. Don Matthews
    Don Matthews was a highly successful and influential Canadian Football League head coach, renowned for leading multiple teams to Grey Cup championships.
  • E. Daniel Matthews
    Daniel Matthews is a fictional character in the Saw horror film franchise, notably appearing as one of Jigsaw’s trapped victims in Saw II.
  • 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_69d87f2c6778819080fcfae53be8f12a completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32ce259d88190803930051409d72c completed April 18, 2026, 7:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a009d29ee288190b59160db43069358 completed May 10, 2026, 2:58 p.m.
NEDg Description generation batch_6a009d6ede388190ab5774488f52b7db completed May 10, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_6a009ddcc69881909063e94cc5d327f6 completed May 10, 2026, 3:01 p.m.
Created at: April 10, 2026, 5:10 a.m.