Triple
T1871395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tuareg rebellions in Niger |
E39041
|
entity |
| Predicate | languageCommunityInvolved |
P5562
|
FINISHED |
| Object | Tamasheq speakers |
—
|
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: Tamasheq speakers | Statement: [Tuareg rebellions in Niger, languageCommunityInvolved, Tamasheq speakers]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: languageCommunityInvolved Context triple: [Tuareg rebellions in Niger, languageCommunityInvolved, Tamasheq speakers]
-
A.
hasLanguageCommunity
chosen
Indicates that an entity is associated with or serves a particular language community.
-
B.
community
Indicates a relationship where individuals or groups are connected by shared location, interests, or identity, forming a collective social unit.
-
C.
formsCommunityIn
Indicates that an entity comes together with others to establish or participate in a community within a particular context or location.
-
D.
includesCommunity
Indicates that one entity encompasses, contains, or has within it a particular community as part of its scope or composition.
-
E.
communityBoard
Indicates a relationship where an entity serves as or is associated with a local governing or advisory community board responsible for representing and addressing community interests.
- 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_69a8862f7074819096afe7fe65e179e9 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb0f79fbc819085c54f3189a552d9 |
completed | March 7, 2026, 5 a.m. |
| PD | Predicate disambiguation | batch_69abafe2b56c81909e13d543982e6e13 |
completed | March 7, 2026, 4:56 a.m. |
Created at: March 4, 2026, 7:34 p.m.