Triple

T2638360
Position Surface form Disambiguated ID Type / Status
Subject A8 road E62801 entity
Predicate passesNear P416 FINISHED
Object Langbank
Langbank is a small village in Renfrewshire, Scotland, situated on the south bank of the River Clyde and known primarily as a commuter settlement for nearby Glasgow.
 E284245 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: Langbank | Statement: [A8 road, passesNear, Langbank]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Langbank
Context triple: [A8 road, passesNear, Langbank]
  • A. Liberton
    Liberton is a suburban residential area in the south of Edinburgh, Scotland, known for its historic parish church and views towards the Pentland Hills.
  • B. Gilston
    Gilston is a small village in Hertfordshire, England, situated near the town of Harlow and known for its rural character and planned large-scale housing developments.
  • C. Elswick
    Elswick is a district in Newcastle upon Tyne, England, historically known as a major industrial and shipbuilding center.
  • D. 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.
  • E. Bankton
    Bankton is a residential area forming part of the town of Livingston in West Lothian, Scotland.
  • 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: Langbank
Triple: [A8 road, passesNear, Langbank]
Generated description
Langbank is a small village in Renfrewshire, Scotland, situated on the south bank of the River Clyde and known primarily as a commuter settlement for nearby Glasgow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Langbank
Target entity description: Langbank is a small village in Renfrewshire, Scotland, situated on the south bank of the River Clyde and known primarily as a commuter settlement for nearby Glasgow.
  • A. Liberton
    Liberton is a suburban residential area in the south of Edinburgh, Scotland, known for its historic parish church and views towards the Pentland Hills.
  • B. Gilston
    Gilston is a small village in Hertfordshire, England, situated near the town of Harlow and known for its rural character and planned large-scale housing developments.
  • C. Elswick
    Elswick is a district in Newcastle upon Tyne, England, historically known as a major industrial and shipbuilding center.
  • D. 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.
  • E. Bankton
    Bankton is a residential area forming part of the town of Livingston in West Lothian, Scotland.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd8e470ac8190bd0d6de6805afcd0 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af90b628748190bdbb23f1d85bc3fd completed March 10, 2026, 3:32 a.m.
NEDg Description generation batch_69af91c6de008190ad8fb3a3c06472cb completed March 10, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69af9253953c8190a8e18c92d66263cc completed March 10, 2026, 3:38 a.m.
Created at: March 6, 2026, 9:53 p.m.