Triple
T7856481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M-1 Motorway (via Islamabad) |
E182387
|
entity |
| Predicate | managedBy |
P86
|
FINISHED |
| Object |
National Highway Authority of Pakistan
The National Highway Authority of Pakistan is the federal agency responsible for planning, constructing, operating, and maintaining the country’s national highways and motorways network.
|
E700827
|
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 Authority of Pakistan | Statement: [M-1 Motorway (via Islamabad), managedBy, National Highway Authority of Pakistan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Highway Authority of Pakistan Context triple: [M-1 Motorway (via Islamabad), managedBy, National Highway Authority of Pakistan]
-
A.
National Highway Network of Pakistan
The National Highway Network of Pakistan is the country’s primary system of major roads and highways that links key ports, cities, and regions to support national transport and trade.
-
B.
National Highways Authority of India
The National Highways Authority of India is a government agency responsible for the development, maintenance, and management of the national highway network across India.
-
C.
Sukkur–Multan Motorway
The Sukkur–Multan Motorway is a major controlled-access highway in Pakistan that forms a key north–south transportation link and a flagship infrastructure project under the China–Pakistan Economic Corridor.
-
D.
Lahore–Jhang road
The Lahore–Jhang road is a significant regional highway in Pakistan that connects the city of Lahore with Jhang, passing through towns such as Rabwah.
-
E.
General Directorate for National Roads and Motorways
The General Directorate for National Roads and Motorways is Poland’s central government agency responsible for managing, maintaining, and developing the country’s national road and motorway network.
- 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 Authority of Pakistan Triple: [M-1 Motorway (via Islamabad), managedBy, National Highway Authority of Pakistan]
Generated description
The National Highway Authority of Pakistan is the federal agency responsible for planning, constructing, operating, and maintaining the country’s national highways and motorways network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Highway Authority of Pakistan Target entity description: The National Highway Authority of Pakistan is the federal agency responsible for planning, constructing, operating, and maintaining the country’s national highways and motorways network.
-
A.
National Highway Network of Pakistan
The National Highway Network of Pakistan is the country’s primary system of major roads and highways that links key ports, cities, and regions to support national transport and trade.
-
B.
National Highways Authority of India
The National Highways Authority of India is a government agency responsible for the development, maintenance, and management of the national highway network across India.
-
C.
Sukkur–Multan Motorway
The Sukkur–Multan Motorway is a major controlled-access highway in Pakistan that forms a key north–south transportation link and a flagship infrastructure project under the China–Pakistan Economic Corridor.
-
D.
Lahore–Jhang road
The Lahore–Jhang road is a significant regional highway in Pakistan that connects the city of Lahore with Jhang, passing through towns such as Rabwah.
-
E.
General Directorate for National Roads and Motorways
The General Directorate for National Roads and Motorways is Poland’s central government agency responsible for managing, maintaining, and developing the country’s national road and motorway network.
- 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_69ca82887fd48190975896bf38c4596b |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb1a75de548190af5653409a3b3881 |
completed | March 31, 2026, 12:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b2e2980819083369668938bae9c |
completed | March 31, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69cb762fda2c81908ed508e12cabb938 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbbf706e888190bfd08d9d78945c49 |
completed | March 31, 2026, 12:34 p.m. |
Created at: March 30, 2026, 4:52 p.m.