Triple

T6816248
Position Surface form Disambiguated ID Type / Status
Subject Ed Barrow E156762 entity
Predicate familyName P18 FINISHED
Object Barrow
Barrow is a surname of English origin borne by various notable individuals across fields such as sports, politics, and the arts.
 E621715 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: Barrow | Statement: [Ed Barrow, familyName, Barrow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barrow
Context triple: [Ed Barrow, familyName, Barrow]
  • A. Barrow
    Barrow is a small village and civil parish in Lancashire, England, situated within the Ribble Valley district.
  • B. Barrow
    Barrow is a village and civil parish in the county of Suffolk in eastern England.
  • C. Barrow
    Barrow is the former English name of Utqiaġvik, a remote Arctic coastal city in northern Alaska known as one of the northernmost settlements in the United States.
  • D. Thurso
    Thurso is a coastal town in the far north of Scotland, known as a gateway to the Highlands and a popular spot for surfing and access to the Orkney Islands.
  • E. Blyth
    Blyth is a coastal town and port in southeast Northumberland, England, known historically for coal mining and shipbuilding.
  • 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: Barrow
Triple: [Ed Barrow, familyName, Barrow]
Generated description
Barrow is a surname of English origin borne by various notable individuals across fields such as sports, politics, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barrow
Target entity description: Barrow is a surname of English origin borne by various notable individuals across fields such as sports, politics, and the arts.
  • A. Barrow
    Barrow is a small village and civil parish in Lancashire, England, situated within the Ribble Valley district.
  • B. Barrow
    Barrow is a village and civil parish in the county of Suffolk in eastern England.
  • C. Barrow
    Barrow is the former English name of Utqiaġvik, a remote Arctic coastal city in northern Alaska known as one of the northernmost settlements in the United States.
  • D. Thurso
    Thurso is a coastal town in the far north of Scotland, known as a gateway to the Highlands and a popular spot for surfing and access to the Orkney Islands.
  • E. Blyth
    Blyth is a coastal town and port in southeast Northumberland, England, known historically for coal mining and shipbuilding.
  • 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_69c68828b26c819090fe9df7612bbc27 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d32dc19c8190a871cc1ff1471a58 completed March 27, 2026, 6:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723e0c62c8190b3b3b092ea48d4c5 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c7247806808190ac60c134cec612c8 completed March 28, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69c72536c4808190b9012e282cf02da4 completed March 28, 2026, 12:47 a.m.
Created at: March 27, 2026, 2:17 p.m.