Triple
T10703192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boulos family |
E252331
|
entity |
| Predicate | hasBusiness |
P21206
|
FINISHED |
| Object | Boulos Enterprises Limited |
E252329
|
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: Boulos Enterprises Limited | Statement: [Boulos family, hasBusiness, Boulos Enterprises Limited]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boulos Enterprises Limited Context triple: [Boulos family, hasBusiness, Boulos Enterprises Limited]
-
A.
Boulos Enterprises
chosen
Boulos Enterprises is a Nigeria-based conglomerate involved in sectors such as motorcycle distribution, retail, and manufacturing, known for its prominent role in West African commerce.
-
B.
Olayan Group
Olayan Group is a Saudi-based multinational conglomerate with diversified investments across sectors such as finance, real estate, and consumer goods, with significant holdings in both the Middle East and international markets.
-
C.
Burisma Holdings
Burisma Holdings is a major Ukrainian private natural gas company that gained international attention for its ties to foreign political figures and its role in broader corruption and influence-peddling controversies in Ukraine.
-
D.
BIFA Ltd
BIFA Ltd is the organization responsible for running the British Independent Film Awards, which celebrate and promote independent filmmaking in the United Kingdom.
-
E.
Argyle Enterprises
Argyle Enterprises is a film production company best known for its involvement in classic mid-20th-century cinema, including the 1963 horror film "The Haunting."
- 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_69d6aa5cbabc8190973e683950d89faf |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fddd28d481908abc5c1d4e5a9f3e |
completed | April 9, 2026, 1:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d998f5cda081909932daa3c98f8b46 |
completed | April 11, 2026, 12:42 a.m. |
Created at: April 8, 2026, 9:12 p.m.