Triple
T23252026
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nkpor |
E581756
|
entity |
| Predicate | hasTransportLink |
P1298
|
FINISHED |
| Object |
Onitsha–Awka road
The Onitsha–Awka road is a major highway in Anambra State, Nigeria, connecting the commercial city of Onitsha with the state capital, Awka, and serving as a key regional transport corridor.
|
E1582564
|
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: Onitsha–Awka road | Statement: [Nkpor, hasTransportLink, Onitsha–Awka road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Onitsha–Awka road Context triple: [Nkpor, hasTransportLink, Onitsha–Awka road]
-
A.
Orlu–Onitsha road
The Orlu–Onitsha road is a key regional highway in southeastern Nigeria that links the town of Orlu with the major commercial city of Onitsha, facilitating trade and daily travel.
-
B.
Orlu–Owerri road
The Orlu–Owerri road is a major roadway in Imo State, Nigeria, linking the commercial town of Orlu with the state capital, Owerri, and serving as a key route for regional trade and daily commuting.
-
C.
Enugu–Nsukka road
The Enugu–Nsukka road is a major highway in southeastern Nigeria that links the city of Enugu with the university town of Nsukka, serving as a key route for regional travel and commerce.
-
D.
Enugu–Onitsha Expressway
The Enugu–Onitsha Expressway is a major highway in southeastern Nigeria that links the cities of Enugu and Onitsha, serving as a key route for regional commerce and travel.
-
E.
Port Harcourt–Aba Road
Port Harcourt–Aba Road is a major highway in southern Nigeria that links the city of Port Harcourt with the commercial hub of Aba, serving as a key route for regional trade and daily commuting.
- 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: Onitsha–Awka road Triple: [Nkpor, hasTransportLink, Onitsha–Awka road]
Generated description
The Onitsha–Awka road is a major highway in Anambra State, Nigeria, connecting the commercial city of Onitsha with the state capital, Awka, and serving as a key regional transport corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Onitsha–Awka road Target entity description: The Onitsha–Awka road is a major highway in Anambra State, Nigeria, connecting the commercial city of Onitsha with the state capital, Awka, and serving as a key regional transport corridor.
-
A.
Orlu–Onitsha road
The Orlu–Onitsha road is a key regional highway in southeastern Nigeria that links the town of Orlu with the major commercial city of Onitsha, facilitating trade and daily travel.
-
B.
Orlu–Owerri road
The Orlu–Owerri road is a major roadway in Imo State, Nigeria, linking the commercial town of Orlu with the state capital, Owerri, and serving as a key route for regional trade and daily commuting.
-
C.
Enugu–Nsukka road
The Enugu–Nsukka road is a major highway in southeastern Nigeria that links the city of Enugu with the university town of Nsukka, serving as a key route for regional travel and commerce.
-
D.
Enugu–Onitsha Expressway
The Enugu–Onitsha Expressway is a major highway in southeastern Nigeria that links the cities of Enugu and Onitsha, serving as a key route for regional commerce and travel.
-
E.
Port Harcourt–Aba Road
Port Harcourt–Aba Road is a major highway in southern Nigeria that links the city of Port Harcourt with the commercial hub of Aba, serving as a key route for regional trade and daily commuting.
- 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_69e24606b17c81908aba1a4911c8a8ba |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f193f7249481909424867e9542d35e |
completed | April 29, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c5db988a481909540e9b9c6db6d2c |
completed | May 19, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_6a0c5f14fddc8190b4d2f0acd0cfc858 |
completed | May 19, 2026, 1:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c5fa5acc4819093c1ef77eb12543d |
completed | May 19, 2026, 1:03 p.m. |
Created at: April 17, 2026, 4:11 p.m.