Triple

T6077064
Position Surface form Disambiguated ID Type / Status
Subject Tyne Valley line E135426 entity
Predicate passesThrough P225 FINISHED
Object Haltwhistle
Haltwhistle is a small town in Northumberland, England, known as a gateway to Hadrian’s Wall and the surrounding Tyne Valley countryside.
 E565669 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: Haltwhistle | Statement: [Tyne Valley line, passesThrough, Haltwhistle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Haltwhistle
Context triple: [Tyne Valley line, passesThrough, Haltwhistle]
  • A. Rothbury
    Rothbury is a historic market town and civil parish in Northumberland, England, situated on the River Coquet and known as a gateway to the Northumberland National Park.
  • B. Wrey
    Wrey is a variant spelling of the surname Wray, which is of English origin.
  • C. Camelford
    Camelford is a small historic town in north Cornwall, England, situated near the Atlantic coast and associated with the Arthurian landscape.
  • D. Blyth
    Blyth is a coastal town and port in southeast Northumberland, England, known historically for coal mining and shipbuilding.
  • E. Tintwistle
    Tintwistle is a small village and civil parish in the High Peak district of Derbyshire, England, situated near the Longdendale valley and the Peak District National Park.
  • 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: Haltwhistle
Triple: [Tyne Valley line, passesThrough, Haltwhistle]
Generated description
Haltwhistle is a small town in Northumberland, England, known as a gateway to Hadrian’s Wall and the surrounding Tyne Valley countryside.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Haltwhistle
Target entity description: Haltwhistle is a small town in Northumberland, England, known as a gateway to Hadrian’s Wall and the surrounding Tyne Valley countryside.
  • A. Rothbury
    Rothbury is a historic market town and civil parish in Northumberland, England, situated on the River Coquet and known as a gateway to the Northumberland National Park.
  • B. Wrey
    Wrey is a variant spelling of the surname Wray, which is of English origin.
  • C. Camelford
    Camelford is a small historic town in north Cornwall, England, situated near the Atlantic coast and associated with the Arthurian landscape.
  • D. Blyth
    Blyth is a coastal town and port in southeast Northumberland, England, known historically for coal mining and shipbuilding.
  • E. Tintwistle
    Tintwistle is a small village and civil parish in the High Peak district of Derbyshire, England, situated near the Longdendale valley and the Peak District National Park.
  • 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_69c0087ad31c8190ab936e0ff28614b6 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0576ef2c88190b0ec62e9f041d176 completed March 22, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d43f7908190845c2337cd243a3c completed March 23, 2026, 11 a.m.
NEDg Description generation batch_69c11db0b62c81908584215a5092a7a8 completed March 23, 2026, 11:02 a.m.
NED2 Entity disambiguation (via description) batch_69c11e4685d08190ac97e2356e64527e completed March 23, 2026, 11:04 a.m.
Created at: March 22, 2026, 4:11 p.m.