Triple

T23453349
Position Surface form Disambiguated ID Type / Status
Subject Hillfoots Road E567845 entity
Predicate runsThrough P416 FINISHED
Object Hillfoots area
Hillfoots area is a locality in Scotland situated at the base of the Ochil Hills, encompassing several small towns and villages linked by Hillfoots Road.
E1586311 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 area | Statement: [Hillfoots Road, runsThrough, Hillfoots area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hillfoots area
Context triple: [Hillfoots Road, runsThrough, Hillfoots area]
  • A. Longstop Hill area
    The Longstop Hill area is a strategically important high ground in Tunisia that was the site of intense fighting between Allied and Axis forces during the North African Campaign of World War II.
  • B. Lewis Hills area
    The Lewis Hills area is a rugged mountainous region in western Newfoundland known for containing some of the island’s highest elevations and distinctive ultramafic geology.
  • C. Uphill Brook area
    Uphill Brook area is a backcountry approach zone in New York’s Adirondack High Peaks region commonly used as a route for hikers and climbers heading toward nearby summits such as Cliff Mountain.
  • D. Woodfield area
    The Woodfield area is a major commercial and retail hub in Schaumburg, Illinois, best known for encompassing the large Woodfield Mall and surrounding shopping, dining, and entertainment venues.
  • E. Benderloch area
    The Benderloch area is a coastal district in Argyll, western Scotland, known for its scenic landscapes, beaches, and proximity to the town of Oban.
  • 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 area
Triple: [Hillfoots Road, runsThrough, Hillfoots area]
Generated description
Hillfoots area is a locality in Scotland situated at the base of the Ochil Hills, encompassing several small towns and villages linked by Hillfoots Road.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hillfoots area
Target entity description: Hillfoots area is a locality in Scotland situated at the base of the Ochil Hills, encompassing several small towns and villages linked by Hillfoots Road.
  • A. Longstop Hill area
    The Longstop Hill area is a strategically important high ground in Tunisia that was the site of intense fighting between Allied and Axis forces during the North African Campaign of World War II.
  • B. Lewis Hills area
    The Lewis Hills area is a rugged mountainous region in western Newfoundland known for containing some of the island’s highest elevations and distinctive ultramafic geology.
  • C. Uphill Brook area
    Uphill Brook area is a backcountry approach zone in New York’s Adirondack High Peaks region commonly used as a route for hikers and climbers heading toward nearby summits such as Cliff Mountain.
  • D. Woodfield area
    The Woodfield area is a major commercial and retail hub in Schaumburg, Illinois, best known for encompassing the large Woodfield Mall and surrounding shopping, dining, and entertainment venues.
  • E. Benderloch area
    The Benderloch area is a coastal district in Argyll, western Scotland, known for its scenic landscapes, beaches, and proximity to the town of Oban.
  • 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_69e2458b4c888190b1d7998f9862a558 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a694f19081909117bc9b10ca8a83 completed April 29, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c67c0c2d081909da467271800b69d completed May 19, 2026, 1:38 p.m.
NEDg Description generation batch_6a0c7218a358819082d8b19b57b61013 completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76e904b08190a5329a3ed56291dc completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:52 p.m.