Triple
T12989734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Julius Berger Nigeria PLC |
E321870
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object | Julius Berger Medical Services Ltd |
E321870
|
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: Julius Berger Medical Services Ltd | Statement: [Julius Berger Nigeria PLC, hasSubsidiary, Julius Berger Medical Services Ltd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julius Berger Medical Services Ltd Context triple: [Julius Berger Nigeria PLC, hasSubsidiary, Julius Berger Medical Services Ltd]
-
A.
Recticel group
Recticel group is a Belgian industrial company best known as a major European producer of polyurethane foam and related comfort and insulation solutions.
-
B.
Murray & Roberts
Murray & Roberts is a major South African engineering and construction group known for delivering large, complex infrastructure and building projects worldwide.
-
C.
Brener International Group
Brener International Group is a private investment firm led by businessman Gabriel Brener, known for its diversified holdings across sectors such as finance, real estate, and sports.
-
D.
Julius Berger Nigeria PLC
chosen
Julius Berger Nigeria PLC is a leading Nigerian construction and engineering company known for executing major infrastructure and building projects across the country.
-
E.
Pelsaert Group
The Pelsaert Group is the southernmost cluster of low-lying coral islands and reefs within Western Australia’s Houtman Abrolhos archipelago, noted for its rich marine biodiversity and historical shipwrecks.
- 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_69d8076479b8819090afce3591939cdf |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e75b9f88190a54372c2a1223a4e |
completed | April 10, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8f942588190b69a3067d5145182 |
completed | May 3, 2026, 2:54 a.m. |
Created at: April 9, 2026, 8:43 p.m.