Triple

T7615334
Position Surface form Disambiguated ID Type / Status
Subject Aviemore E172347 entity
Predicate administrativeArea P8215 FINISHED
Object Highland
Highland is a vast council area in the Scottish Highlands known for its rugged landscapes, sparse population, and major tourist destinations such as Inverness and the Cairngorms.
 E667510 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: Highland | Statement: [Aviemore, administrativeArea, Highland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Highland
Context triple: [Aviemore, administrativeArea, Highland]
  • A. Highland
    Highland is a suburban city in Southern California’s Inland Empire, located in San Bernardino County near the city of San Bernardino.
  • B. Highland
    Highland is a commuter rail station on the Needham Line serving passengers in the Boston, Massachusetts area.
  • C. Highlands
    The Highlands is a rugged, sparsely populated region of northern Scotland known for its dramatic mountains, glens, and lochs, as well as its strong Gaelic cultural heritage.
  • D. West Highlands
    The West Highlands is a rugged and sparsely populated region of western Scotland known for its dramatic mountains, sea lochs, and scenic rural landscapes.
  • E. Highlands region
    The Highlands region is a mountainous inland area of Papua New Guinea known for its rugged terrain, cool climate, and diverse traditional cultures.
  • 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: Highland
Triple: [Aviemore, administrativeArea, Highland]
Generated description
Highland is a vast council area in the Scottish Highlands known for its rugged landscapes, sparse population, and major tourist destinations such as Inverness and the Cairngorms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Highland
Target entity description: Highland is a vast council area in the Scottish Highlands known for its rugged landscapes, sparse population, and major tourist destinations such as Inverness and the Cairngorms.
  • A. Highland
    Highland is a suburban city in Southern California’s Inland Empire, located in San Bernardino County near the city of San Bernardino.
  • B. Highland
    Highland is a commuter rail station on the Needham Line serving passengers in the Boston, Massachusetts area.
  • C. Highlands chosen
    The Highlands is a rugged, sparsely populated region of northern Scotland known for its dramatic mountains, glens, and lochs, as well as its strong Gaelic cultural heritage.
  • D. West Highlands
    The West Highlands is a rugged and sparsely populated region of western Scotland known for its dramatic mountains, sea lochs, and scenic rural landscapes.
  • E. Highlands region
    The Highlands region is a mountainous inland area of Papua New Guinea known for its rugged terrain, cool climate, and diverse traditional cultures.
  • F. None of above.

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_69c6994f50808190ba228764bb422417 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa4392e881908ed1ab3f64b41600 completed March 27, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c87097d3a48190b337ff6906847d4e completed March 29, 2026, 12:21 a.m.
NEDg Description generation batch_69c875abea90819080071e65bd63ee13 completed March 29, 2026, 12:43 a.m.
NED2 Entity disambiguation (via description) batch_69c876103db081909ce762544ef70460 completed March 29, 2026, 12:45 a.m.
Created at: March 27, 2026, 3:55 p.m.