Triple

T4288066
Position Surface form Disambiguated ID Type / Status
Subject Lincoln railway station E97318 entity
Predicate hasServiceTo P6787 FINISHED
Object Barnetby
Barnetby is a village and railway junction in North Lincolnshire, England, known for its busy rail connections on routes across northern and eastern England.
 E428094 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: Barnetby | Statement: [Lincoln railway station, hasServiceTo, Barnetby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barnetby
Context triple: [Lincoln railway station, hasServiceTo, Barnetby]
  • A. Barnby
    Barnby is a small rural village and civil parish located in the county of Suffolk in eastern England.
  • B. Barrowby
    Barrowby is a village in Lincolnshire, England, known for its rural character and proximity to the market town of Grantham.
  • C. Navenby
    Navenby is a historic village and civil parish in Lincolnshire, England, known for its traditional architecture and rural character.
  • D. Thurlby
    Thurlby is a village and civil parish in the South Kesteven district of Lincolnshire, England.
  • E. Barton-le-Street
    Barton-le-Street is a small rural village in North Yorkshire, England, situated within the Ryedale district.
  • 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: Barnetby
Triple: [Lincoln railway station, hasServiceTo, Barnetby]
Generated description
Barnetby is a village and railway junction in North Lincolnshire, England, known for its busy rail connections on routes across northern and eastern England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barnetby
Target entity description: Barnetby is a village and railway junction in North Lincolnshire, England, known for its busy rail connections on routes across northern and eastern England.
  • A. Barnby
    Barnby is a small rural village and civil parish located in the county of Suffolk in eastern England.
  • B. Barrowby
    Barrowby is a village in Lincolnshire, England, known for its rural character and proximity to the market town of Grantham.
  • C. Navenby
    Navenby is a historic village and civil parish in Lincolnshire, England, known for its traditional architecture and rural character.
  • D. Thurlby
    Thurlby is a village and civil parish in the South Kesteven district of Lincolnshire, England.
  • E. Barton-le-Street
    Barton-le-Street is a small rural village in North Yorkshire, England, situated within the Ryedale district.
  • 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_69b3454595848190a0e6bbb6a2bea040 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3505ef9fc81909c73e64bf77052ce completed March 12, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c72bec388190b03048507e2e6858 completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c7ab41fc81909813233bd729e989 completed March 14, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_69b5c81d6e188190a1f0f21a990943d0 completed March 14, 2026, 8:42 p.m.
Created at: March 12, 2026, 11:08 p.m.