Triple
T8071326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wood Group Environment & Infrastructure business |
E188378
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Wood Group Environment & Infrastructure division |
E188378
|
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: Wood Group Environment & Infrastructure division | Statement: [Wood Group Environment & Infrastructure business, partOf, Wood Group Environment & Infrastructure division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wood Group Environment & Infrastructure division Context triple: [Wood Group Environment & Infrastructure business, partOf, Wood Group Environment & Infrastructure division]
-
A.
Wood Group Environment & Infrastructure business
chosen
Wood Group Environment & Infrastructure business was the environmental consulting and infrastructure engineering division of Wood Group, providing services such as environmental assessment, remediation, and infrastructure design to public- and private-sector clients worldwide.
-
B.
LBJ Infrastructure Group
LBJ Infrastructure Group is a private consortium that develops, finances, and operates managed toll lane projects in Texas, including major highway corridors in the Dallas–Fort Worth area.
-
C.
Petroleum Group
The Petroleum Group is a specialist division of the Geological Society of London focused on the study and professional exchange of knowledge related to petroleum geoscience and hydrocarbon exploration.
-
D.
Estate and Infrastructure Group
The Estate and Infrastructure Group is a division of Australia's Department of Defence responsible for managing and sustaining the Defence estate, facilities, and related infrastructure.
-
E.
Black & Veatch
Black & Veatch is a global engineering, consulting, and construction company specializing in infrastructure development in sectors such as energy, water, and telecommunications.
- 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_69ca82b50c708190863f661d438e68df |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4046a2148190a584e33bcf53cf22 |
completed | March 31, 2026, 3:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63e9225c8190bb196d9c325bb85e |
completed | April 1, 2026, 12:16 a.m. |
Created at: March 30, 2026, 5:27 p.m.