Triple

T904580
Position Surface form Disambiguated ID Type / Status
Subject Clackmannanshire E19517 entity
Predicate hasFeature P182 FINISHED
Object Hillfoots villages
The Hillfoots villages are a string of small settlements lying at the base of the Ochil Hills in central Scotland, historically associated with textile milling and serving as commuter communities within Clackmannanshire.
E106717 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: Hillfoots villages | Statement: [Clackmannanshire, hasFeature, Hillfoots villages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hillfoots villages
Context triple: [Clackmannanshire, hasFeature, Hillfoots villages]
  • A. Buckhaven, Methil and Wemyss Villages
    Buckhaven, Methil and Wemyss Villages is an electoral ward in Fife, Scotland, covering the coastal communities of Buckhaven, Methil, and several Wemyss villages.
  • B. Moffat Hills
    Moffat Hills is a range of rolling, often rugged hills in southern Scotland known for hiking, scenic valleys, and remote upland landscapes.
  • C. Methilhill
    Methilhill is a residential area in Fife, Scotland, forming part of the wider coastal town of Methil in the Levenmouth region.
  • D. Hillington
    Hillington is a small village and civil parish in Norfolk, England, known for its rural setting and historic country estate, Hillington Hall.
  • E. Dennis Village
    Dennis Village is a historic seaside village and one of the five main villages that make up the town of Dennis on Cape Cod, Massachusetts.
  • 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: Hillfoots villages
Triple: [Clackmannanshire, hasFeature, Hillfoots villages]
Generated description
The Hillfoots villages are a string of small settlements lying at the base of the Ochil Hills in central Scotland, historically associated with textile milling and serving as commuter communities within Clackmannanshire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hillfoots villages
Target entity description: The Hillfoots villages are a string of small settlements lying at the base of the Ochil Hills in central Scotland, historically associated with textile milling and serving as commuter communities within Clackmannanshire.
  • A. Buckhaven, Methil and Wemyss Villages
    Buckhaven, Methil and Wemyss Villages is an electoral ward in Fife, Scotland, covering the coastal communities of Buckhaven, Methil, and several Wemyss villages.
  • B. Moffat Hills
    Moffat Hills is a range of rolling, often rugged hills in southern Scotland known for hiking, scenic valleys, and remote upland landscapes.
  • C. Methilhill
    Methilhill is a residential area in Fife, Scotland, forming part of the wider coastal town of Methil in the Levenmouth region.
  • D. Hillington
    Hillington is a small village and civil parish in Norfolk, England, known for its rural setting and historic country estate, Hillington Hall.
  • E. Dennis Village
    Dennis Village is a historic seaside village and one of the five main villages that make up the town of Dennis on Cape Cod, Massachusetts.
  • 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_69a4939e889c8190ac148b3ac1a7f90b completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b2b9339081909af5ab231be39bb0 completed March 1, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7c7391e6c8190836e8d7e7fdf9c93 completed March 4, 2026, 5:46 a.m.
NEDg Description generation batch_69a7c78ba0008190bf884de7f89b4655 completed March 4, 2026, 5:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7c8991e7c81908c31d60f9a7f2340 completed March 4, 2026, 5:52 a.m.
Created at: March 1, 2026, 7:39 p.m.