Triple

T540873
Position Surface form Disambiguated ID Type / Status
Subject Merseyside E12624 entity
Predicate hasSettlement P1068 FINISHED
Object Prescot
Prescot is a historic town in the Metropolitan Borough of Knowsley in Merseyside, England, known for its watchmaking heritage and proximity to Liverpool.
E70880 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: Prescot | Statement: [Merseyside, hasSettlement, Prescot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prescot
Context triple: [Merseyside, hasSettlement, Prescot]
  • A. Motherwell
    Motherwell is a former industrial town in North Lanarkshire, Scotland, historically known as a major center of the steel industry.
  • B. Greenock
    Greenock is a historic port town and former shipbuilding center on the River Clyde in western Scotland.
  • C. Gourock
    Gourock is a coastal town and ferry port on the Firth of Clyde in Inverclyde, western Scotland.
  • D. 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.
  • E. Inverkeithing
    Inverkeithing is a coastal town in Fife, Scotland, situated near the Forth bridges and functioning as a key commuter hub for the Edinburgh area.
  • 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: Prescot
Triple: [Merseyside, hasSettlement, Prescot]
Generated description
Prescot is a historic town in the Metropolitan Borough of Knowsley in Merseyside, England, known for its watchmaking heritage and proximity to Liverpool.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prescot
Target entity description: Prescot is a historic town in the Metropolitan Borough of Knowsley in Merseyside, England, known for its watchmaking heritage and proximity to Liverpool.
  • A. Motherwell
    Motherwell is a former industrial town in North Lanarkshire, Scotland, historically known as a major center of the steel industry.
  • B. Greenock
    Greenock is a historic port town and former shipbuilding center on the River Clyde in western Scotland.
  • C. Gourock
    Gourock is a coastal town and ferry port on the Firth of Clyde in Inverclyde, western Scotland.
  • D. 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.
  • E. Inverkeithing
    Inverkeithing is a coastal town in Fife, Scotland, situated near the Forth bridges and functioning as a key commuter hub for the Edinburgh area.
  • 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4985feee481908184a39210feab95 completed March 1, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4efca0f888190add0fe7ab325bfdf completed March 2, 2026, 2:02 a.m.
NEDg Description generation batch_69a4f04c01e0819091b0ea4649ced549 completed March 2, 2026, 2:05 a.m.
NED2 Entity disambiguation (via description) batch_69a4f0a8730c8190bb7e0804b2081948 completed March 2, 2026, 2:06 a.m.
Created at: March 1, 2026, 7:32 p.m.