Triple

T5109372
Position Surface form Disambiguated ID Type / Status
Subject Hartlepool E115176 entity
Predicate hasNeighbouringTown P3883 FINISHED
Object Billingham
Billingham is an industrial town in County Durham, England, known historically for its chemical industry and proximity to the River Tees.
 E494568 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: Billingham | Statement: [Hartlepool, hasNeighbouringTown, Billingham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Billingham
Context triple: [Hartlepool, hasNeighbouringTown, Billingham]
  • A. Leamouth
    Leamouth is a riverside district in East London where the River Lea meets the River Thames, known for its former industrial docks and recent waterside redevelopment.
  • B. Buckhaven
    Buckhaven is a coastal town in eastern Scotland, situated on the Firth of Forth in the historic county of Fife.
  • C. Jaywick
    Jaywick is a small coastal village in Essex, England, known for its seaside location and history of deprivation and flood risk.
  • D. Blyth
    Blyth is a coastal town and port in southeast Northumberland, England, known historically for coal mining and shipbuilding.
  • E. Portchester
    Portchester is a village in Hampshire, England, known for its historic Roman fort and as the birthplace of author Neil Gaiman.
  • 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: Billingham
Triple: [Hartlepool, hasNeighbouringTown, Billingham]
Generated description
Billingham is an industrial town in County Durham, England, known historically for its chemical industry and proximity to the River Tees.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Billingham
Target entity description: Billingham is an industrial town in County Durham, England, known historically for its chemical industry and proximity to the River Tees.
  • A. Leamouth
    Leamouth is a riverside district in East London where the River Lea meets the River Thames, known for its former industrial docks and recent waterside redevelopment.
  • B. Buckhaven
    Buckhaven is a coastal town in eastern Scotland, situated on the Firth of Forth in the historic county of Fife.
  • C. Jaywick
    Jaywick is a small coastal village in Essex, England, known for its seaside location and history of deprivation and flood risk.
  • D. Blyth
    Blyth is a coastal town and port in southeast Northumberland, England, known historically for coal mining and shipbuilding.
  • E. Portchester
    Portchester is a village in Hampshire, England, known for its historic Roman fort and as the birthplace of author Neil Gaiman.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75ac19e88190aa8cc8b930a58d2d completed March 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bebaa322d08190911dd2ca91405c3c completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebbe7e8e081909814e97001f8cf89 completed March 21, 2026, 3:40 p.m.
NED2 Entity disambiguation (via description) batch_69bebd33f25c8190a5d9b78ef71847e3 completed March 21, 2026, 3:45 p.m.
Created at: March 20, 2026, 1:41 p.m.