Triple
T4431062
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ntumu |
E95328
|
entity |
| Predicate | ethnicAssociation |
P194
|
FINISHED |
| Object | Fang communities of Gabon |
E440047
|
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: Fang communities of Gabon | Statement: [Ntumu, ethnicAssociation, Fang communities of Gabon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fang communities of Gabon Context triple: [Ntumu, ethnicAssociation, Fang communities of Gabon]
-
A.
Fang communities of Equatorial Guinea
chosen
The Fang communities of Equatorial Guinea are a major Central African ethnic group whose various subgroups, including the Ntumu, share a common Fang language and cultural heritage across the country.
-
B.
National Parks Agency of Gabon
The National Parks Agency of Gabon is the government body responsible for managing and protecting Gabon’s network of national parks and their rich biodiversity.
-
C.
Borgu Game Reserve
Borgu Game Reserve is a major wildlife conservation area in northwestern Nigeria, known for its savanna ecosystems and diverse animal species, and forms part of Kainji Lake National Park.
-
D.
Baboon Reserve
Baboon Reserve is a Bronx Zoo exhibit that recreates a naturalistic habitat for baboons, allowing visitors to observe their social behavior up close.
-
E.
Kasakela chimpanzee community
The Kasakela chimpanzee community is a well-studied group of wild chimpanzees in Gombe Stream National Park, Tanzania, made famous by Jane Goodall’s long-term behavioral research.
- 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3556b71448190a3fab938853f8b87 |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b627f7a8c881908a04b64d43c7b908 |
completed | March 15, 2026, 3:31 a.m. |
Created at: March 12, 2026, 11:31 p.m.