Triple
T5603601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boogertman + Partners |
E147178
|
entity |
| Predicate | hasAbbreviation |
P43
|
FINISHED |
| Object | Boogertman & Partners |
E147178
|
NE FINISHED |
How this triple was built (2 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: Boogertman & Partners | Statement: [Boogertman + Partners, hasAbbreviation, Boogertman & Partners]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boogertman & Partners Context triple: [Boogertman + Partners, hasAbbreviation, Boogertman & Partners]
-
A.
Boogertman + Partners
chosen
Boogertman + Partners is a prominent South African architectural firm known for designing major landmark projects across Africa.
-
B.
G. Maunsell & Partners
G. Maunsell & Partners was a prominent British civil engineering and consulting firm known for designing major infrastructure projects, including significant bridges and transport structures worldwide.
-
C.
Bennetts Associates
Bennetts Associates is a British architectural practice known for its innovative and sustainable designs for major cultural and public buildings.
-
D.
Halvorson and Partners
Halvorson and Partners is a structural engineering firm known for its work on prominent high-rise buildings and complex structural projects.
-
E.
Hallgarten & Company
Hallgarten & Company was a prominent New York investment banking and brokerage firm active in the late 19th and early 20th centuries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c0090500f881908374285baf0ac46f |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020dce10c8190bf456602eec211d4 |
completed | March 22, 2026, 5:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0287649cc8190ae356790dd993973 |
completed | March 22, 2026, 5:35 p.m. |
Created at: March 22, 2026, 3:39 p.m.