Triple

T6851731
Position Surface form Disambiguated ID Type / Status
Subject Shark Bay E158033 entity
Predicate nearestTown P350 FINISHED
Object Denham
Denham is a small coastal town in Western Australia that serves as the main settlement and tourist gateway to the Shark Bay World Heritage Area.
 E623704 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: Denham | Statement: [Shark Bay, nearestTown, Denham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Denham
Context triple: [Shark Bay, nearestTown, Denham]
  • A. Denham
    Denham is a village in Buckinghamshire, England, known for its historic charm, green spaces, and proximity to both the countryside and Greater London.
  • B. Turnford
    Turnford is a village and residential area in the Broxbourne district of Hertfordshire, England, forming part of the London commuter belt.
  • C. Debenham
    Debenham is a historic village and civil parish in the Mid Suffolk district of Suffolk, England, known for its traditional architecture and rural character.
  • D. Denston
    Denston is a small rural village and civil parish located in the county of Suffolk in eastern England.
  • E. Datchet
    Datchet is a riverside village and civil parish in Berkshire, England, situated on the River Thames near Windsor.
  • 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: Denham
Triple: [Shark Bay, nearestTown, Denham]
Generated description
Denham is a small coastal town in Western Australia that serves as the main settlement and tourist gateway to the Shark Bay World Heritage Area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Denham
Target entity description: Denham is a small coastal town in Western Australia that serves as the main settlement and tourist gateway to the Shark Bay World Heritage Area.
  • A. Denham
    Denham is a village in Buckinghamshire, England, known for its historic charm, green spaces, and proximity to both the countryside and Greater London.
  • B. Turnford
    Turnford is a village and residential area in the Broxbourne district of Hertfordshire, England, forming part of the London commuter belt.
  • C. Debenham
    Debenham is a historic village and civil parish in the Mid Suffolk district of Suffolk, England, known for its traditional architecture and rural character.
  • D. Denston
    Denston is a small rural village and civil parish located in the county of Suffolk in eastern England.
  • E. Datchet
    Datchet is a riverside village and civil parish in Berkshire, England, situated on the River Thames near Windsor.
  • 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_69c6882fae988190864cbba788c5ebb4 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d84e6fb08190915954be5b0df2d8 completed March 27, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fd2800c8190997c0bc7ff3e1491 completed March 28, 2026, 1:33 a.m.
NEDg Description generation batch_69c73208e9408190b246837c0e436575 completed March 28, 2026, 1:42 a.m.
NED2 Entity disambiguation (via description) batch_69c7326b04ac8190a700061e6546cb50 completed March 28, 2026, 1:44 a.m.
Created at: March 27, 2026, 2:20 p.m.