Triple

T1387135
Position Surface form Disambiguated ID Type / Status
Subject Stonehaven E29870 entity
Predicate hasNearbySettlement P4647 FINISHED
Object Laurencekirk
Laurencekirk is a small town in Aberdeenshire, Scotland, known historically for its agricultural market and as a local service hub for the surrounding rural area.
 E175035 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: Laurencekirk | Statement: [Stonehaven, hasNearbySettlement, Laurencekirk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laurencekirk
Context triple: [Stonehaven, hasNearbySettlement, Laurencekirk]
  • A. Carbisdale
    Carbisdale is a location in Scotland best known as the site of a decisive 1650 battle during the Third English Civil War.
  • B. Brodick
    Brodick is the main village and ferry port on the Isle of Arran in Scotland, known as a gateway for visitors to the island.
  • C. Kincardine
    Kincardine is a small Scottish town on the north shore of the Firth of Forth, known for its historic bridge and industrial heritage.
  • D. Kilchoan
    Kilchoan is a remote village on the Ardnamurchan peninsula in the Scottish Highlands, known as one of the most westerly settlements on the British mainland and a gateway to the Isle of Mull.
  • E. Inchgarvie
    Inchgarvie is a small rocky island in Scotland’s Firth of Forth, best known for its historic fortifications and its role in supporting the Forth Bridge.
  • 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: Laurencekirk
Triple: [Stonehaven, hasNearbySettlement, Laurencekirk]
Generated description
Laurencekirk is a small town in Aberdeenshire, Scotland, known historically for its agricultural market and as a local service hub for the surrounding rural area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Laurencekirk
Target entity description: Laurencekirk is a small town in Aberdeenshire, Scotland, known historically for its agricultural market and as a local service hub for the surrounding rural area.
  • A. Carbisdale
    Carbisdale is a location in Scotland best known as the site of a decisive 1650 battle during the Third English Civil War.
  • B. Brodick
    Brodick is the main village and ferry port on the Isle of Arran in Scotland, known as a gateway for visitors to the island.
  • C. Kincardine
    Kincardine is a small Scottish town on the north shore of the Firth of Forth, known for its historic bridge and industrial heritage.
  • D. Kilchoan
    Kilchoan is a remote village on the Ardnamurchan peninsula in the Scottish Highlands, known as one of the most westerly settlements on the British mainland and a gateway to the Isle of Mull.
  • E. Inchgarvie
    Inchgarvie is a small rocky island in Scotland’s Firth of Forth, best known for its historic fortifications and its role in supporting the Forth Bridge.
  • 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_69a498dc92f8819094a1108f8ac90f43 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c33b6e108190b6b2bca4ddd97b6c completed March 1, 2026, 10:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad293ab8508190ac321c898cd3df39 completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad2d23e14881909fc5a4d89c0b74f4 completed March 8, 2026, 8:02 a.m.
NED2 Entity disambiguation (via description) batch_69ad2ded1d548190b0c51c460a751017 completed March 8, 2026, 8:06 a.m.
Created at: March 1, 2026, 7:59 p.m.