Triple
T36994929
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ambatovy nickel project |
E915203
|
entity |
| Predicate | hasSocialPrograms |
P80382
|
FINISHED |
| Object | community development initiatives |
—
|
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: community development initiatives | Statement: [Ambatovy nickel project, hasSocialPrograms, community development initiatives]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasSocialPrograms Context triple: [Ambatovy nickel project, hasSocialPrograms, community development initiatives]
-
A.
hasSocialConcernPrograms
chosen
Indicates that an entity operates or supports programs aimed at addressing social issues or improving community well-being.
-
B.
hasCityProgram
Indicates that a city offers, administers, or is associated with a specific organized program or initiative.
-
C.
hasEconomicProgram
Indicates that an entity possesses, implements, or is associated with a specific economic plan, policy framework, or set of economic measures.
-
D.
hasSocialPolicy
Indicates that an entity possesses, adopts, or is governed by a particular social policy.
-
E.
hasRegionalProgram
Indicates that an entity operates, offers, or is associated with a program that is specific to a particular geographic region.
- 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_69fdb45537288190b6791078d4a6899f |
completed | May 8, 2026, 10 a.m. |
| PD | Predicate disambiguation | batch_69fdb39ad96481908376d7def9fafc13 |
completed | May 8, 2026, 9:57 a.m. |
Created at: May 3, 2026, 4:14 p.m.