Triple

T2883693
Position Surface form Disambiguated ID Type / Status
Subject M53 motorway E59455 entity
Predicate passesNear P416 FINISHED
Object Hooton
Hooton is a village and residential area on the Wirral Peninsula in Cheshire, England, known for its transport links and proximity to major road and rail routes.
 E307098 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: Hooton | Statement: [M53 motorway, passesNear, Hooton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hooton
Context triple: [M53 motorway, passesNear, Hooton]
  • A. Halstead
    Halstead is a historic market town in the county of Essex in the East of England.
  • B. Harrisville
    Harrisville is a small village in Rhode Island known for its historic mill buildings and rural New England character.
  • C. Holbrook
    Holbrook is the surname of Hal Holbrook, the acclaimed American actor known for his portrayal of Mark Twain and numerous film and television roles.
  • D. Holbrook
    Holbrook is a village and civil parish in the county of Derbyshire in the East Midlands of England.
  • E. Holbrook
    Holbrook is a village and civil parish in Suffolk, England, situated on the Shotley Peninsula near the River Stour.
  • 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: Hooton
Triple: [M53 motorway, passesNear, Hooton]
Generated description
Hooton is a village and residential area on the Wirral Peninsula in Cheshire, England, known for its transport links and proximity to major road and rail routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hooton
Target entity description: Hooton is a village and residential area on the Wirral Peninsula in Cheshire, England, known for its transport links and proximity to major road and rail routes.
  • A. Halstead
    Halstead is a historic market town in the county of Essex in the East of England.
  • B. Harrisville
    Harrisville is a small village in Rhode Island known for its historic mill buildings and rural New England character.
  • C. Holbrook
    Holbrook is the surname of Hal Holbrook, the acclaimed American actor known for his portrayal of Mark Twain and numerous film and television roles.
  • D. Holbrook
    Holbrook is a village and civil parish in the county of Derbyshire in the East Midlands of England.
  • E. Holbrook
    Holbrook is a village and civil parish in Suffolk, England, situated on the Shotley Peninsula near the River Stour.
  • 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_69ab4ac739188190a112f42a5a69c951 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abe02e0ec48190b969ed921d179560 completed March 7, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69b03167d7dc819093e91e0d42f3de6f completed March 10, 2026, 2:57 p.m.
NEDg Description generation batch_69b03549ed388190b478614397076361 completed March 10, 2026, 3:14 p.m.
NED2 Entity disambiguation (via description) batch_69b035f849888190a5b9ee15aa456522 completed March 10, 2026, 3:17 p.m.
Created at: March 6, 2026, 10:03 p.m.