Triple

T11286885
Position Surface form Disambiguated ID Type / Status
Subject John Brotherton E267214 entity
Predicate familyName P18 FINISHED
Object Brotherton
Brotherton is an English-language surname of British origin borne by various notable individuals across fields such as politics, sports, and the arts.
 E915524 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: Brotherton | Statement: [John Brotherton, familyName, Brotherton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brotherton
Context triple: [John Brotherton, familyName, Brotherton]
  • A. Brantham
    Brantham is a village and civil parish in Suffolk, England, situated near the River Stour close to the Essex border.
  • B. Bilbrook
    Bilbrook is a village in Staffordshire, England, known as the place where geneticist Reginald Punnett died.
  • C. Thankerton
    Thankerton is a small village in South Lanarkshire, Scotland, situated within the historic district of Clydesdale.
  • D. Embleton
    Embleton is a coastal village in Northumberland, England, known for its scenic beaches and proximity to the medieval ruins of Dunstanburgh Castle.
  • E. Broadford
    Broadford is a village on the Isle of Skye in Scotland’s Inner Hebrides, known as one of the island’s main population centers and a base for exploring the surrounding landscapes.
  • 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: Brotherton
Triple: [John Brotherton, familyName, Brotherton]
Generated description
Brotherton is an English-language surname of British origin borne by various notable individuals across fields such as politics, sports, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brotherton
Target entity description: Brotherton is an English-language surname of British origin borne by various notable individuals across fields such as politics, sports, and the arts.
  • A. Brantham
    Brantham is a village and civil parish in Suffolk, England, situated near the River Stour close to the Essex border.
  • B. Bilbrook
    Bilbrook is a village in Staffordshire, England, known as the place where geneticist Reginald Punnett died.
  • C. Thankerton
    Thankerton is a small village in South Lanarkshire, Scotland, situated within the historic district of Clydesdale.
  • D. Embleton
    Embleton is a coastal village in Northumberland, England, known for its scenic beaches and proximity to the medieval ruins of Dunstanburgh Castle.
  • E. Broadford
    Broadford is a village on the Isle of Skye in Scotland’s Inner Hebrides, known as one of the island’s main population centers and a base for exploring the surrounding landscapes.
  • 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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e986b0f08190a414749eaa7f1a5d completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4f48070ac8190b0e4d49f42ac3896 completed April 19, 2026, 3:28 p.m.
NEDg Description generation batch_69e4f95cbc7c819082e3d7c3c3266708 completed April 19, 2026, 3:48 p.m.
NED2 Entity disambiguation (via description) batch_69e4ff6b7d248190b4dd885280e09a8e completed April 19, 2026, 4:14 p.m.
Created at: April 8, 2026, 9:32 p.m.