Triple
T2534166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Urhobo people |
E56229
|
entity |
| Predicate | majorTowns |
P316
|
FINISHED |
| Object | Warri |
E56493
|
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: Warri | Statement: [Urhobo people, majorTowns, Warri]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warri Context triple: [Urhobo people, majorTowns, Warri]
-
A.
Warri
chosen
Warri is a prominent oil-producing and commercial city in southern Nigeria that serves as a key economic hub of the Niger Delta region.
-
B.
Iligan
Iligan is a highly urbanized coastal city in the northern part of Mindanao in the Philippines, known for its numerous waterfalls and industrial economy.
-
C.
Sokoto River
The Sokoto River is a significant waterway in northwestern Nigeria that drains a large part of the region’s savanna and supports agriculture, fishing, and local transport before joining the Niger River.
-
D.
Katsina Ala River
The Katsina Ala River is a significant waterway in Nigeria that flows through Benue State and supports local agriculture, fishing, and transportation before joining the Benue River.
-
E.
Niger Delta
The Niger Delta is a vast, oil-rich coastal region in southern Nigeria known for its complex network of creeks and mangrove swamps, significant petroleum production, and associated environmental and social challenges.
- 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: majorTowns Context triple: [Urhobo people, majorTowns, Warri]
-
A.
majorIntermediateCity
Indicates that a city functions as a significant but not primary urban center within a region, typically serving as an important hub between major cities and smaller localities.
-
B.
majorPopulationCenter
Indicates that a location functions as a primary hub of population concentration and activity within a region.
-
C.
majorCityObserved
Indicates that an observation or event has been recorded as occurring in, or being associated with, a major city.
-
D.
hasMajorCity
chosen
Indicates that a location possesses at least one city of significant size, importance, or influence within its region or country.
-
E.
otherMajorCity
Indicates that one city is another major city associated with or comparable in importance or status to the first city.
- 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_69ab4a49b6508190bc467fbef4bac334 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd64a2194819097c66cbeb37fe859 |
completed | March 7, 2026, 7:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2bbc416c81908774782420b54664 |
completed | March 9, 2026, 8:21 p.m. |
| PD | Predicate disambiguation | batch_69abd0c4a5dc819097812db50443420a |
completed | March 7, 2026, 7:16 a.m. |
Created at: March 6, 2026, 9:47 p.m.