Triple

T1426366
Position Surface form Disambiguated ID Type / Status
Subject Stirlingshire E30339 entity
Predicate hasHistoricParliamentaryConstituency P2710 FINISHED
Object Stirling Burghs (shared burgh constituency)
Stirling Burghs (shared burgh constituency) was a former Scottish parliamentary burgh constituency that grouped the town of Stirling with other burghs for representation in the UK Parliament.
 E164294 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 Burghs (shared burgh constituency) | Statement: [Stirlingshire, hasHistoricParliamentaryConstituency, Stirling Burghs (shared burgh constituency)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stirling Burghs (shared burgh constituency)
Context triple: [Stirlingshire, hasHistoricParliamentaryConstituency, Stirling Burghs (shared burgh constituency)]
  • A. Stirling (UK Parliament constituency)
    Stirling (UK Parliament constituency) is a Scottish electoral area represented in the UK House of Commons, centered on the city of Stirling and its surrounding rural and suburban communities.
  • B. Stirling council area
    Stirling council area is a local government region in central Scotland that includes the historic city of Stirling and a mix of rural landscapes, lochs, and river valleys.
  • C. Dundee East
    Dundee East is a UK parliamentary constituency in eastern Scotland that includes parts of the city of Dundee and surrounding areas such as Carnoustie.
  • D. 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.
  • E. Stirlingshire
    Stirlingshire is a historic county in central Scotland centered on the city of Stirling, known for its strategic location and rich medieval and early modern history.
  • 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 Burghs (shared burgh constituency)
Triple: [Stirlingshire, hasHistoricParliamentaryConstituency, Stirling Burghs (shared burgh constituency)]
Generated description
Stirling Burghs (shared burgh constituency) was a former Scottish parliamentary burgh constituency that grouped the town of Stirling with other burghs for representation in the UK Parliament.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stirling Burghs (shared burgh constituency)
Target entity description: Stirling Burghs (shared burgh constituency) was a former Scottish parliamentary burgh constituency that grouped the town of Stirling with other burghs for representation in the UK Parliament.
  • A. Stirling (UK Parliament constituency)
    Stirling (UK Parliament constituency) is a Scottish electoral area represented in the UK House of Commons, centered on the city of Stirling and its surrounding rural and suburban communities.
  • B. Stirling council area
    Stirling council area is a local government region in central Scotland that includes the historic city of Stirling and a mix of rural landscapes, lochs, and river valleys.
  • C. Dundee East
    Dundee East is a UK parliamentary constituency in eastern Scotland that includes parts of the city of Dundee and surrounding areas such as Carnoustie.
  • D. 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.
  • E. Stirlingshire
    Stirlingshire is a historic county in central Scotland centered on the city of Stirling, known for its strategic location and rich medieval and early modern history.
  • 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_69a498fb823c8190a67ce4c4837e641a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c9df014081908a6e2f41ba012ecc completed March 1, 2026, 11:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad016708bc8190af01b10a0f0d6942 completed March 8, 2026, 4:56 a.m.
NEDg Description generation batch_69ad023335288190b7b1137f42e0c128 completed March 8, 2026, 4:59 a.m.
NED2 Entity disambiguation (via description) batch_69ad02aa822881908c9f947875c96253 completed March 8, 2026, 5:01 a.m.
Created at: March 1, 2026, 8 p.m.