Triple

T23087100
Position Surface form Disambiguated ID Type / Status
Subject St Ninians E575636 entity
Predicate partOf P40 FINISHED
Object Stirling (city)
Stirling is a historic city in central Scotland known for its medieval Old Town, Stirling Castle, and its strategic location as the “Gateway to the Highlands.”
 E1582438 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 (city) | Statement: [St Ninians, partOf, Stirling (city)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stirling (city)
Context triple: [St Ninians, partOf, Stirling (city)]
  • A. Stirling
    Stirling is the given name of the legendary British racing driver Stirling Moss, one of Formula One’s most celebrated figures.
  • B. Stirling
    Stirling is a Scottish surname historically associated with the city of Stirling in central Scotland and borne by various notable individuals in fields such as acting, politics, and the military.
  • C. 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.
  • D. Stirling
    Stirling is a small village in southern Alberta, Canada, known for its agricultural roots and well-preserved Mormon pioneer heritage.
  • E. Stirling
    Stirling is a small rural township in the Clutha District of Otago, in New Zealand’s South Island.
  • 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 (city)
Triple: [St Ninians, partOf, Stirling (city)]
Generated description
Stirling is a historic city in central Scotland known for its medieval Old Town, Stirling Castle, and its strategic location as the “Gateway to the Highlands.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stirling (city)
Target entity description: Stirling is a historic city in central Scotland known for its medieval Old Town, Stirling Castle, and its strategic location as the “Gateway to the Highlands.”
  • A. Stirling
    Stirling is the given name of the legendary British racing driver Stirling Moss, one of Formula One’s most celebrated figures.
  • B. Stirling
    Stirling is a Scottish surname historically associated with the city of Stirling in central Scotland and borne by various notable individuals in fields such as acting, politics, and the military.
  • C. 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.
  • D. Stirling
    Stirling is a small village in southern Alberta, Canada, known for its agricultural roots and well-preserved Mormon pioneer heritage.
  • E. Stirling
    Stirling is a small rural township in the Clutha District of Otago, in New Zealand’s South Island.
  • 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_69e245bf3e3c819086d3448720efc01b completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18da652ac819085919ade6dd7bce4 completed April 29, 2026, 4:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5dac48dc8190b985ce6b1730fe63 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c5edefb448190b2ee53becb7bcb8d completed May 19, 2026, 1 p.m.
NED2 Entity disambiguation (via description) batch_6a0c5f58dd448190bdf6674d65098c3f completed May 19, 2026, 1:02 p.m.
Created at: April 17, 2026, 3:57 p.m.