Triple
T12380940
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Ministry of Industry, Trade and Investment |
E295741
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Manufacturers Association of Nigeria
The Manufacturers Association of Nigeria is a leading industrial advocacy group representing Nigerian manufacturers and promoting policies that support industrial growth and economic development in the country.
|
E978721
|
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: Manufacturers Association of Nigeria | Statement: [Federal Ministry of Industry, Trade and Investment, collaboratesWith, Manufacturers Association of Nigeria]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manufacturers Association of Nigeria Context triple: [Federal Ministry of Industry, Trade and Investment, collaboratesWith, Manufacturers Association of Nigeria]
-
A.
Nigerian Shippers Council
The Nigerian Shippers Council is a government agency that regulates and protects the interests of shippers and promotes efficient, cost-effective shipping and port services in Nigeria.
-
B.
Nigerian Economic Summit Group
The Nigerian Economic Summit Group is a leading private sector–led think tank and policy advocacy organization that works to shape Nigeria’s economic reforms and development agenda.
-
C.
APC Nigeria
APC Nigeria is a major political party in Nigeria formed from a merger of opposition groups and known for producing President Muhammadu Buhari.
-
D.
Nigerian Export Processing Zones Authority
The Nigerian Export Processing Zones Authority is a federal government agency responsible for regulating, promoting, and overseeing free trade and export processing zones across Nigeria.
-
E.
Nigerian Ports Authority
The Nigerian Ports Authority is the federal government agency responsible for regulating and overseeing the operations of major seaports across Nigeria.
- 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: Manufacturers Association of Nigeria Triple: [Federal Ministry of Industry, Trade and Investment, collaboratesWith, Manufacturers Association of Nigeria]
Generated description
The Manufacturers Association of Nigeria is a leading industrial advocacy group representing Nigerian manufacturers and promoting policies that support industrial growth and economic development in the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manufacturers Association of Nigeria Target entity description: The Manufacturers Association of Nigeria is a leading industrial advocacy group representing Nigerian manufacturers and promoting policies that support industrial growth and economic development in the country.
-
A.
Nigerian Shippers Council
The Nigerian Shippers Council is a government agency that regulates and protects the interests of shippers and promotes efficient, cost-effective shipping and port services in Nigeria.
-
B.
Nigerian Economic Summit Group
The Nigerian Economic Summit Group is a leading private sector–led think tank and policy advocacy organization that works to shape Nigeria’s economic reforms and development agenda.
-
C.
APC Nigeria
APC Nigeria is a major political party in Nigeria formed from a merger of opposition groups and known for producing President Muhammadu Buhari.
-
D.
Nigerian Export Processing Zones Authority
The Nigerian Export Processing Zones Authority is a federal government agency responsible for regulating, promoting, and overseeing free trade and export processing zones across Nigeria.
-
E.
Nigerian Ports Authority
The Nigerian Ports Authority is the federal government agency responsible for regulating and overseeing the operations of major seaports across Nigeria.
- 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fbb3a2481908c2fcb5e6488eb3c |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62ac5b46c81908d419e09f5629c37 |
completed | May 2, 2026, 4:48 p.m. |
| NEDg | Description generation | batch_69f62c57a26081908d6903906f6e04f0 |
completed | May 2, 2026, 4:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62d13237881908b7c2dca173e20cf |
completed | May 2, 2026, 4:57 p.m. |
Created at: April 8, 2026, 9:54 p.m.