Triple

T6032152
Position Surface form Disambiguated ID Type / Status
Subject Deans Industrial Estate E134329 entity
Predicate nearbySettlement P350 FINISHED
Object Deans, Livingston
Deans, Livingston is a residential and industrial suburb in the town of Livingston, West Lothian, Scotland.
E564057 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: Deans, Livingston | Statement: [Deans Industrial Estate, nearbySettlement, Deans, Livingston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deans, Livingston
Context triple: [Deans Industrial Estate, nearbySettlement, Deans, Livingston]
  • A. Bryan Hall
    Bryan Hall is a facility associated with the Warrington College of Business at the University of Florida, typically used for academic and administrative purposes.
  • B. Creighton Hale
    Creighton Hale was an Irish-born American silent film actor known for his boyish looks and roles in early 20th-century dramas and comedies.
  • C. Dean C. Worcester
    Dean C. Worcester was an American zoologist, ethnologist, and U.S. colonial official in the Philippines known for his influential and controversial role in shaping American policy and public perceptions of Filipinos during the early 20th century.
  • D. Martin Berkeley
    Martin Berkeley was an American screenwriter best known for his work on mid-20th-century Hollywood films and for his involvement with the House Un-American Activities Committee during the Red Scare.
  • E. Matthew Vassar
    Matthew Vassar was a 19th-century American businessman and philanthropist best known for establishing Vassar College, one of the first higher-education institutions for women in the United States.
  • 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: Deans, Livingston
Triple: [Deans Industrial Estate, nearbySettlement, Deans, Livingston]
Generated description
Deans, Livingston is a residential and industrial suburb in the town of Livingston, West Lothian, Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deans, Livingston
Target entity description: Deans, Livingston is a residential and industrial suburb in the town of Livingston, West Lothian, Scotland.
  • A. Bryan Hall
    Bryan Hall is a facility associated with the Warrington College of Business at the University of Florida, typically used for academic and administrative purposes.
  • B. Creighton Hale
    Creighton Hale was an Irish-born American silent film actor known for his boyish looks and roles in early 20th-century dramas and comedies.
  • C. Dean C. Worcester
    Dean C. Worcester was an American zoologist, ethnologist, and U.S. colonial official in the Philippines known for his influential and controversial role in shaping American policy and public perceptions of Filipinos during the early 20th century.
  • D. Martin Berkeley
    Martin Berkeley was an American screenwriter best known for his work on mid-20th-century Hollywood films and for his involvement with the House Un-American Activities Committee during the Red Scare.
  • E. Matthew Vassar
    Matthew Vassar was a 19th-century American businessman and philanthropist best known for establishing Vassar College, one of the first higher-education institutions for women in the United States.
  • 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_69c0087515148190a97475d412563865 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056b0a8d081909035e2e85e851ca1 completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c113855ad08190b9ff826a2f39c356 completed March 23, 2026, 10:18 a.m.
NEDg Description generation batch_69c114ec9d0c819092de76a6712c482d completed March 23, 2026, 10:24 a.m.
NED2 Entity disambiguation (via description) batch_69c115552c188190b500d96e86410180 completed March 23, 2026, 10:26 a.m.
Created at: March 22, 2026, 4:08 p.m.