Triple
T36994928
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ambatovy nickel project |
E915203
|
entity |
| Predicate | infrastructureContribution |
P91743
|
FINISHED |
| Object | development of roads and port facilities in eastern Madagascar |
—
|
LITERAL 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: development of roads and port facilities in eastern Madagascar | Statement: [Ambatovy nickel project, infrastructureContribution, development of roads and port facilities in eastern Madagascar]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: infrastructureContribution Context triple: [Ambatovy nickel project, infrastructureContribution, development of roads and port facilities in eastern Madagascar]
-
A.
infrastructureNeed
Indicates that an entity requires the development, improvement, or provision of infrastructure to meet its functional or operational needs.
-
B.
proposedInfrastructure
Indicates that an infrastructure project or facility has been suggested or planned but not yet approved, built, or implemented between the related entities.
-
C.
infrastructureProjects
chosen
Indicates that there are planned, ongoing, or completed construction or development works related to physical or organizational infrastructure involving the associated entities.
-
D.
isPartOfInfrastructure
Indicates that something belongs to, is included within, or functions as a component of a larger infrastructure system.
-
E.
tributeTo
Indicates that one entity is created, given, or dedicated as a mark of respect, admiration, or honor toward another entity.
- F. None of above.
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_69f76e8f1a8c81909db172ed31304971 |
completed | May 3, 2026, 3:49 p.m. |
| NER | Named-entity recognition | batch_69fb154c0fe08190a2e41e7a29b6055f |
completed | May 6, 2026, 10:17 a.m. |
| PD | Predicate disambiguation | batch_69f9fecc005c8190be082a8689193745 |
completed | May 5, 2026, 2:29 p.m. |
Created at: May 3, 2026, 4:14 p.m.