Triple
T16617444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Littoral Region of Cameroon |
E403729
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object |
National Highway N3
National Highway N3 is a major roadway in Cameroon that serves as an important transport corridor within the Littoral Region and connects it to other parts of the country.
|
E1225806
|
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: National Highway N3 | Statement: [Littoral Region of Cameroon, hasTransportInfrastructure, National Highway N3]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Highway N3 Context triple: [Littoral Region of Cameroon, hasTransportInfrastructure, National Highway N3]
-
A.
National Highway N-45
National Highway N-45 is a major road in Pakistan that connects key towns in Khyber Pakhtunkhwa and Chitral, providing vital access through the mountainous northwestern region.
-
B.
National Highway N-70
National Highway N-70 is a major roadway in Pakistan that links the city of Dera Ghazi Khan with other key regions in the country’s transport network.
-
C.
National Highway N-60
National Highway N-60 is a major roadway in Pakistan that serves as an important regional transport route connecting the city of Nawabshah to other parts of the country.
-
D.
National Highway 35
National Highway 35 is a major roadway in India that forms part of the national highway network, facilitating regional connectivity and transport.
-
E.
National Highway N-5
National Highway N-5 is Pakistan’s longest and most important north–south arterial road, linking major cities across the country and serving as a key route for trade and transportation.
- 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: National Highway N3 Triple: [Littoral Region of Cameroon, hasTransportInfrastructure, National Highway N3]
Generated description
National Highway N3 is a major roadway in Cameroon that serves as an important transport corridor within the Littoral Region and connects it to other parts of the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Highway N3 Target entity description: National Highway N3 is a major roadway in Cameroon that serves as an important transport corridor within the Littoral Region and connects it to other parts of the country.
-
A.
National Highway N-45
National Highway N-45 is a major road in Pakistan that connects key towns in Khyber Pakhtunkhwa and Chitral, providing vital access through the mountainous northwestern region.
-
B.
National Highway N-70
National Highway N-70 is a major roadway in Pakistan that links the city of Dera Ghazi Khan with other key regions in the country’s transport network.
-
C.
National Highway N-60
National Highway N-60 is a major roadway in Pakistan that serves as an important regional transport route connecting the city of Nawabshah to other parts of the country.
-
D.
National Highway 35
National Highway 35 is a major roadway in India that forms part of the national highway network, facilitating regional connectivity and transport.
-
E.
National Highway N-5
National Highway N-5 is Pakistan’s longest and most important north–south arterial road, linking major cities across the country and serving as a key route for trade and transportation.
- 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_69d883897eb481909eaaa088ba9918d9 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3754ac9dc8190965197024594742b |
completed | April 18, 2026, 12:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0084b40c288190afda6c7643b61e85 |
completed | May 10, 2026, 1:14 p.m. |
| NEDg | Description generation | batch_6a008585ba6c8190b5c870ebe1c93ffc |
completed | May 10, 2026, 1:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a008624706881909e9a265a37eeb3fc |
completed | May 10, 2026, 1:20 p.m. |
Created at: April 10, 2026, 5:17 a.m.