Triple

T5382322
Position Surface form Disambiguated ID Type / Status
Subject Denny E113115 entity
Predicate hasNeighbour P5707 FINISHED
Object Stirling
Stirling is a historic city in central Scotland known for its medieval castle and key role in the Wars of Scottish Independence.
 E24589 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: Stirling | Statement: [Denny, hasNeighbour, Stirling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stirling
Context triple: [Denny, hasNeighbour, Stirling]
  • A. Stirling
    Stirling is a historic Scottish city known for its medieval castle, strategic location, and role in key battles such as Stirling Bridge and Bannockburn.
  • B. Stirling
    Stirling is a picturesque town in the Adelaide Hills region of South Australia, known for its leafy streets, cool-climate gardens, and historic charm.
  • C. Balerno
    Balerno is a suburban village on the outskirts of Edinburgh, Scotland, known for its scenic setting near the Pentland Hills and its residential character.
  • D. Dunfermline
    Dunfermline is a historic Scottish town and former royal capital known for its medieval abbey and rich cultural heritage.
  • E. Stirling and Falkirk
    Stirling and Falkirk is a lieutenancy area in central Scotland that encompasses the historic towns and surrounding regions of Stirling and Falkirk.
  • 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: Stirling
Triple: [Denny, hasNeighbour, Stirling]
Generated description
Stirling is a historic city in central Scotland known for its medieval castle and key role in the Wars of Scottish Independence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stirling
Target entity description: Stirling is a historic city in central Scotland known for its medieval castle and key role in the Wars of Scottish Independence.
  • A. Stirling chosen
    Stirling is a historic Scottish city known for its medieval castle, strategic location, and role in key battles such as Stirling Bridge and Bannockburn.
  • B. Stirling
    Stirling is a picturesque town in the Adelaide Hills region of South Australia, known for its leafy streets, cool-climate gardens, and historic charm.
  • C. Balerno
    Balerno is a suburban village on the outskirts of Edinburgh, Scotland, known for its scenic setting near the Pentland Hills and its residential character.
  • D. Dunfermline
    Dunfermline is a historic Scottish town and former royal capital known for its medieval abbey and rich cultural heritage.
  • E. Stirling and Falkirk
    Stirling and Falkirk is a lieutenancy area in central Scotland that encompasses the historic towns and surrounding regions of Stirling and Falkirk.
  • 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_69bd4436a1988190af18dcff7fd306b4 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd86d163f88190939638d44fcb24a7 completed March 20, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4871c22c8190986f12c2783f315a completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf49d0ec4881908e835642e2e20cc9 completed March 22, 2026, 1:45 a.m.
NED2 Entity disambiguation (via description) batch_69bf4a2c4748819080df9bb468fd9198 completed March 22, 2026, 1:47 a.m.
Created at: March 20, 2026, 2:03 p.m.