Triple
T17264715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milngavie |
E419094
|
entity |
| Predicate | hasShoppingArea |
P4285
|
FINISHED |
| Object |
Milngavie precinct
Milngavie precinct is the main pedestrianized shopping and commercial area in the town of Milngavie, Scotland.
|
E1259023
|
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: Milngavie precinct | Statement: [Milngavie, hasShoppingArea, Milngavie precinct]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milngavie precinct Context triple: [Milngavie, hasShoppingArea, Milngavie precinct]
-
A.
Hillhead
Hillhead is a vibrant district in Glasgow’s West End known for its proximity to the University of Glasgow, bustling Byres Road, and a mix of shops, cafes, and cultural venues.
-
B.
Candleriggs area
The Candleriggs area is a historic and now partly redeveloped district in Glasgow’s city centre known for its traditional street layout, markets, and mixed commercial and residential uses.
-
C.
West Calder
West Calder is a village in West Lothian, Scotland, historically associated with coal mining and serving as a local residential and service centre.
-
D.
Kelvinside
Kelvinside is an affluent residential district in Glasgow, Scotland, known for its Victorian architecture, leafy streets, and proximity to the River Kelvin.
-
E.
Midlothian
Midlothian is a historic county and council area in southeastern Scotland, just south of Edinburgh, known for its mix of former mining communities, rural landscapes, and historic sites.
- 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: Milngavie precinct Triple: [Milngavie, hasShoppingArea, Milngavie precinct]
Generated description
Milngavie precinct is the main pedestrianized shopping and commercial area in the town of Milngavie, Scotland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milngavie precinct Target entity description: Milngavie precinct is the main pedestrianized shopping and commercial area in the town of Milngavie, Scotland.
-
A.
Hillhead
Hillhead is a vibrant district in Glasgow’s West End known for its proximity to the University of Glasgow, bustling Byres Road, and a mix of shops, cafes, and cultural venues.
-
B.
Candleriggs area
The Candleriggs area is a historic and now partly redeveloped district in Glasgow’s city centre known for its traditional street layout, markets, and mixed commercial and residential uses.
-
C.
West Calder
West Calder is a village in West Lothian, Scotland, historically associated with coal mining and serving as a local residential and service centre.
-
D.
Kelvinside
Kelvinside is an affluent residential district in Glasgow, Scotland, known for its Victorian architecture, leafy streets, and proximity to the River Kelvin.
-
E.
Midlothian
Midlothian is a historic county and council area in southeastern Scotland, just south of Edinburgh, known for its mix of former mining communities, rural landscapes, and historic sites.
- 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_69d886d9ab108190b70edd8d17aa1204 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42f4432fc81908fd90865822af1fa |
completed | April 19, 2026, 1:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0171054f388190bf068ca2e6b88458 |
completed | May 11, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_6a0173faebf48190a1334a205cd9804a |
completed | May 11, 2026, 6:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0174a41204819097b9aeff2c09cffe |
completed | May 11, 2026, 6:18 a.m. |
Created at: April 10, 2026, 5:40 a.m.