Triple
T1931751
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Daza |
E40959
|
entity |
| Predicate | notableSubgroupOf |
P4297
|
FINISHED |
| Object | Toubou |
E39037
|
NE FINISHED |
How this triple was built (3 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: Toubou | Statement: [Daza, notableSubgroupOf, Toubou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toubou Context triple: [Daza, notableSubgroupOf, Toubou]
-
A.
Toubou
chosen
Toubou are a traditionally nomadic Saharan ethnic group primarily inhabiting northern Chad, southern Libya, and surrounding regions.
-
B.
Oshiwambo
Oshiwambo is a Bantu language (or cluster of closely related dialects) widely spoken by the Ovambo people in northern Namibia and southern Angola.
-
C.
Otomi
Otomi is an indigenous Oto-Manguean language spoken by the Otomi people across several states in central Mexico.
-
D.
Garoua
Garoua is a major city in northern Cameroon that serves as an important commercial and administrative center and a key hub for river and overland transport in the region.
-
E.
Nobiin
Nobiin is a Nile-Nubian language spoken primarily by Nubian communities in southern Egypt and northern Sudan, known for its ancient roots and rich oral tradition.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableSubgroupOf Context triple: [Daza, notableSubgroupOf, Toubou]
-
A.
notableSubgroup
chosen
Indicates that one group forms a particularly significant or noteworthy subset within a larger group.
-
B.
notableMinorityIn
Indicates that an entity is a prominent or significant member of a minority group within a specified larger group, place, or context.
-
C.
hasNotableMember
Indicates that a group, organization, or collection includes at least one member who is distinguished or noteworthy in some significant way.
-
D.
notableCategory
Indicates that an entity is recognized as notable or significant within a particular category or classification.
-
E.
notableSubsidiary
Indicates that one entity is a subsidiary of another and is particularly significant or prominent among that parent’s subsidiaries.
- F. None of above.
Provenance (4 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_69a8864711648190b07bed24ed76258e |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb297ec2c819092ad62d72005223d |
completed | March 7, 2026, 5:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0313474481908df719974c3ebe20 |
completed | March 8, 2026, 11:15 p.m. |
| PD | Predicate disambiguation | batch_69abafeec6f881909d47acb966683279 |
completed | March 7, 2026, 4:56 a.m. |
Created at: March 4, 2026, 7:35 p.m.