Triple
T16560960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Springburn |
E402335
|
entity |
| Predicate | railwayHeritageSite |
P59837
|
FINISHED |
| Object |
Atlas Works
Atlas Works is a historic railway engineering and industrial complex in Springburn, Glasgow, once central to the area's locomotive manufacturing heritage.
|
E1220128
|
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: Atlas Works | Statement: [Springburn, railwayHeritageSite, Atlas Works]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atlas Works Context triple: [Springburn, railwayHeritageSite, Atlas Works]
-
A.
Royal Works
Royal Works was the English Crown’s central administrative office responsible for overseeing the construction, maintenance, and repair of royal palaces, fortifications, and other state buildings.
-
B.
Overworks
Overworks was a Sega development studio best known for creating the acclaimed role-playing game Skies of Arcadia.
-
C.
Glaserworks
Glaserworks is an architectural firm known for its role in designing major sports venues, including contributing to the design of Paycor Stadium in Cincinnati.
-
D.
Wetworks
Wetworks is a WildStorm comic book series that follows a team of black-ops soldiers bonded with golden symbiote suits to battle supernatural threats.
-
E.
Pendre Works
Pendre Works is a historic railway workshop and depot on the Talyllyn Railway in Wales, known for maintaining and housing the line’s locomotives and rolling stock.
- 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: Atlas Works Triple: [Springburn, railwayHeritageSite, Atlas Works]
Generated description
Atlas Works is a historic railway engineering and industrial complex in Springburn, Glasgow, once central to the area's locomotive manufacturing heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atlas Works Target entity description: Atlas Works is a historic railway engineering and industrial complex in Springburn, Glasgow, once central to the area's locomotive manufacturing heritage.
-
A.
Royal Works
Royal Works was the English Crown’s central administrative office responsible for overseeing the construction, maintenance, and repair of royal palaces, fortifications, and other state buildings.
-
B.
Overworks
Overworks was a Sega development studio best known for creating the acclaimed role-playing game Skies of Arcadia.
-
C.
Glaserworks
Glaserworks is an architectural firm known for its role in designing major sports venues, including contributing to the design of Paycor Stadium in Cincinnati.
-
D.
Wetworks
Wetworks is a WildStorm comic book series that follows a team of black-ops soldiers bonded with golden symbiote suits to battle supernatural threats.
-
E.
Pendre Works
Pendre Works is a historic railway workshop and depot on the Talyllyn Railway in Wales, known for maintaining and housing the line’s locomotives and rolling stock.
- 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_69d8838648088190acf97ef11fc3f61b |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3576d88288190b33543bea4706a36 |
completed | April 18, 2026, 10:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0067be809c81909c93eb1253fbf8e5 |
completed | May 10, 2026, 11:10 a.m. |
| NEDg | Description generation | batch_6a006a4c343481909bf56cad83f3ed81 |
completed | May 10, 2026, 11:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a006afcbdb88190b34bfe6f4cc0fd40 |
completed | May 10, 2026, 11:24 a.m. |
Created at: April 10, 2026, 5:15 a.m.