Triple

T1497167
Position Surface form Disambiguated ID Type / Status
Subject West Lothian E29712 entity
Predicate containsSettlement P847 FINISHED
Object Pumpherston
Pumpherston is a small village in Scotland known historically for its shale oil industry and its location within West Lothian near Livingston.
 E268179 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: Pumpherston | Statement: [West Lothian, containsSettlement, Pumpherston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pumpherston
Context triple: [West Lothian, containsSettlement, Pumpherston]
  • A. Kincardine
    Kincardine is a small Scottish town on the north shore of the Firth of Forth, known for its historic bridge and industrial heritage.
  • B. Helensburgh
    Helensburgh is a coastal town in Argyll and Bute, Scotland, situated on the north shore of the Firth of Clyde and known for its Victorian architecture and seaside setting.
  • C. Newport-on-Tay
    Newport-on-Tay is a small town in northeast Fife, Scotland, situated on the south bank of the River Tay opposite Dundee.
  • D. Cardenden
    Cardenden is a village in Fife, Scotland, known primarily as a former mining community with a railway station on the local commuter network.
  • E. Ardrossan
    Ardrossan is a coastal town and ferry port on the west coast of Scotland, serving as a key mainland gateway to the Isle of Arran.
  • 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: Pumpherston
Triple: [West Lothian, containsSettlement, Pumpherston]
Generated description
Pumpherston is a small village in Scotland known historically for its shale oil industry and its location within West Lothian near Livingston.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pumpherston
Target entity description: Pumpherston is a small village in Scotland known historically for its shale oil industry and its location within West Lothian near Livingston.
  • A. Kincardine
    Kincardine is a small Scottish town on the north shore of the Firth of Forth, known for its historic bridge and industrial heritage.
  • B. Helensburgh
    Helensburgh is a coastal town in Argyll and Bute, Scotland, situated on the north shore of the Firth of Clyde and known for its Victorian architecture and seaside setting.
  • C. Newport-on-Tay
    Newport-on-Tay is a small town in northeast Fife, Scotland, situated on the south bank of the River Tay opposite Dundee.
  • D. Cardenden
    Cardenden is a village in Fife, Scotland, known primarily as a former mining community with a railway station on the local commuter network.
  • E. Ardrossan
    Ardrossan is a coastal town and ferry port on the west coast of Scotland, serving as a key mainland gateway to the Isle of Arran.
  • 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_69a498dba1d8819093b46a3a8d2485f1 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c6edca248190a90205799b270058 completed March 1, 2026, 11:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69aef06b043481909eb0195456f1f7fa completed March 9, 2026, 4:08 p.m.
NEDg Description generation batch_69aef5f1aafc8190b3f08ba728b73122 completed March 9, 2026, 4:31 p.m.
NED2 Entity disambiguation (via description) batch_69aef6c34e748190b079d7600f6f7ed5 completed March 9, 2026, 4:35 p.m.
Created at: March 1, 2026, 8:12 p.m.