Triple

T4860672
Position Surface form Disambiguated ID Type / Status
Subject John Marston E108649 entity
Predicate familyName P18 FINISHED
Object Marston
Marston is a surname of English origin borne by various notable individuals across fields such as literature, law, and entertainment.
 E473773 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: Marston | Statement: [John Marston, familyName, Marston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marston
Context triple: [John Marston, familyName, Marston]
  • A. Harston
    Harston is a village and civil parish in the South Cambridgeshire district of Cambridgeshire, England.
  • B. Moston
    Moston is a residential district in north Manchester, England, known for its mix of traditional terraced housing, local parks, and community amenities.
  • C. Stansfield
    Stansfield is a small rural village and civil parish located in the county of Suffolk in eastern England.
  • D. Westcott
    Westcott is a village in the Mole Valley district of Surrey, England, known for its rural setting in the Surrey Hills.
  • E. Denston
    Denston is a small rural village and civil parish located in the county of Suffolk in eastern England.
  • 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: Marston
Triple: [John Marston, familyName, Marston]
Generated description
Marston is a surname of English origin borne by various notable individuals across fields such as literature, law, and entertainment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marston
Target entity description: Marston is a surname of English origin borne by various notable individuals across fields such as literature, law, and entertainment.
  • A. Harston
    Harston is a village and civil parish in the South Cambridgeshire district of Cambridgeshire, England.
  • B. Moston
    Moston is a residential district in north Manchester, England, known for its mix of traditional terraced housing, local parks, and community amenities.
  • C. Stansfield
    Stansfield is a small rural village and civil parish located in the county of Suffolk in eastern England.
  • D. Westcott
    Westcott is a village in the Mole Valley district of Surrey, England, known for its rural setting in the Surrey Hills.
  • E. Denston
    Denston is a small rural village and civil parish located in the county of Suffolk in eastern England.
  • 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_69bd440b965081908b0557721cae6338 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d5e247c8190b6ae4e9b529f0345 completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cf49590819084de6b655f1c8e88 completed March 21, 2026, 8:55 a.m.
NEDg Description generation batch_69be5e7337f481909eb4a41ffe8cd1fe completed March 21, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69be5eaa968081908dafb523f05d597f completed March 21, 2026, 9:02 a.m.
Created at: March 20, 2026, 1:26 p.m.