Triple
T3053866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maiduguri |
E60433
|
entity |
| Predicate | hasInstitution |
P186
|
FINISHED |
| Object |
Nigerian Army University Biu (nearby influence)
Nigerian Army University Biu is a specialized Nigerian military-owned university focused on defense, security, and technology education and research in northeastern Nigeria.
|
E321864
|
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: Nigerian Army University Biu (nearby influence) | Statement: [Maiduguri, hasInstitution, Nigerian Army University Biu (nearby influence)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nigerian Army University Biu (nearby influence) Context triple: [Maiduguri, hasInstitution, Nigerian Army University Biu (nearby influence)]
-
A.
Nigerian Military Training College
The Nigerian Military Training College was a key officer training institution in Nigeria that prepared future leaders of the country’s armed forces.
-
B.
Royal Military Academy, Benghazi
The Royal Military Academy in Benghazi is a Libyan military training institution best known as the place where Muammar Gaddafi and several of his fellow officers were educated before leading the 1969 coup that brought him to power.
-
C.
American University of Nigeria
The American University of Nigeria is a private, American-style liberal arts university located in northeastern Nigeria that offers U.S.-modeled undergraduate and graduate programs.
-
D.
Bayero University Kano
Bayero University Kano is a major Nigerian public university located in Kano, known for its wide range of academic programs and research activities.
-
E.
Edo State University Uzairue
Edo State University Uzairue is a Nigerian public university located in Edo State, known for its focus on quality teaching, research, and community development.
- 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: Nigerian Army University Biu (nearby influence) Triple: [Maiduguri, hasInstitution, Nigerian Army University Biu (nearby influence)]
Generated description
Nigerian Army University Biu is a specialized Nigerian military-owned university focused on defense, security, and technology education and research in northeastern Nigeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nigerian Army University Biu (nearby influence) Target entity description: Nigerian Army University Biu is a specialized Nigerian military-owned university focused on defense, security, and technology education and research in northeastern Nigeria.
-
A.
Nigerian Military Training College
The Nigerian Military Training College was a key officer training institution in Nigeria that prepared future leaders of the country’s armed forces.
-
B.
Royal Military Academy, Benghazi
The Royal Military Academy in Benghazi is a Libyan military training institution best known as the place where Muammar Gaddafi and several of his fellow officers were educated before leading the 1969 coup that brought him to power.
-
C.
American University of Nigeria
The American University of Nigeria is a private, American-style liberal arts university located in northeastern Nigeria that offers U.S.-modeled undergraduate and graduate programs.
-
D.
Bayero University Kano
Bayero University Kano is a major Nigerian public university located in Kano, known for its wide range of academic programs and research activities.
-
E.
Edo State University Uzairue
Edo State University Uzairue is a Nigerian public university located in Edo State, known for its focus on quality teaching, research, and community development.
- 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_69ad8578137c81908259dcb27c7d6d7c |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ad9bf51b5081908ce355a76cfa9e3c |
completed | March 8, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1ef00630c8190a3b5b2854350ecb9 |
completed | March 11, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69b1efa8c11081908661b33e465e11bc |
completed | March 11, 2026, 10:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f062abf48190ab891463c5b33622 |
completed | March 11, 2026, 10:44 p.m. |
Created at: March 8, 2026, 3:01 p.m.