Triple
T14723280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malumfashi |
E345867
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Malumfashi Local Government Area
Malumfashi Local Government Area is an administrative district in Katsina State, northern Nigeria, centered around the town of Malumfashi and known for its predominantly Hausa-Fulani population and agrarian economy.
|
E1142693
|
NE FINISHED |
How this triple was built (4 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: Malumfashi Local Government Area | Statement: [Malumfashi, locatedIn, Malumfashi Local Government Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malumfashi Local Government Area Context triple: [Malumfashi, locatedIn, Malumfashi Local Government Area]
-
A.
Dutsin-Ma Local Government Area
Dutsin-Ma Local Government Area is an administrative region in Katsina State, Nigeria, centered around the town of Dutsin-Ma and responsible for local governance and public services in the area.
-
B.
Nembe Local Government Area
Nembe Local Government Area is an administrative region in Bayelsa State, Nigeria, centered around the historic town of Nembe in the Niger Delta.
-
C.
Suleja Local Government Area
Suleja Local Government Area is an administrative district in Niger State, Nigeria, centered on the town of Suleja and forming part of the Abuja metropolitan region.
-
D.
Agatu Local Government Area
Agatu Local Government Area is an administrative region in Benue State, Nigeria, known for its agrarian communities and location in the state's southern riverine belt.
-
E.
Patigi Local Government Area
Patigi Local Government Area is an administrative region in Kwara State, Nigeria, known for its Nupe-speaking communities and agricultural activities along the River Niger.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Malumfashi Local Government Area Triple: [Malumfashi, locatedIn, Malumfashi Local Government Area]
Generated description
Malumfashi Local Government Area is an administrative district in Katsina State, northern Nigeria, centered around the town of Malumfashi and known for its predominantly Hausa-Fulani population and agrarian economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malumfashi Local Government Area Target entity description: Malumfashi Local Government Area is an administrative district in Katsina State, northern Nigeria, centered around the town of Malumfashi and known for its predominantly Hausa-Fulani population and agrarian economy.
-
A.
Dutsin-Ma Local Government Area
Dutsin-Ma Local Government Area is an administrative region in Katsina State, Nigeria, centered around the town of Dutsin-Ma and responsible for local governance and public services in the area.
-
B.
Nembe Local Government Area
Nembe Local Government Area is an administrative region in Bayelsa State, Nigeria, centered around the historic town of Nembe in the Niger Delta.
-
C.
Suleja Local Government Area
Suleja Local Government Area is an administrative district in Niger State, Nigeria, centered on the town of Suleja and forming part of the Abuja metropolitan region.
-
D.
Agatu Local Government Area
Agatu Local Government Area is an administrative region in Benue State, Nigeria, known for its agrarian communities and location in the state's southern riverine belt.
-
E.
Patigi Local Government Area
Patigi Local Government Area is an administrative region in Kwara State, Nigeria, known for its Nupe-speaking communities and agricultural activities along the River Niger.
- F. None of above. chosen
Provenance (5 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_69d822e5911c8190ba589f957dbd9ba7 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec25e9a14819081fa06fc601f295d |
completed | April 14, 2026, 10:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fed318aa908190a59b0def01a9cb16 |
completed | May 9, 2026, 6:24 a.m. |
| NEDg | Description generation | batch_69fed3d50d688190a05f8245142edbe4 |
completed | May 9, 2026, 6:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fed42af9bc81909655adf2056f3bf7 |
completed | May 9, 2026, 6:28 a.m. |
Created at: April 10, 2026, 1:29 a.m.