Triple
T2530900
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Naran |
E56154
|
entity |
| Predicate | accessRoute |
P1985
|
FINISHED |
| Object |
Kaghan–Naran road
Kaghan–Naran road is a scenic mountain highway in Pakistan’s Kaghan Valley that serves as the main route for travelers heading to the town of Naran and surrounding tourist destinations.
|
E282761
|
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: Kaghan–Naran road | Statement: [Naran, accessRoute, Kaghan–Naran road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kaghan–Naran road Context triple: [Naran, accessRoute, Kaghan–Naran road]
-
A.
Peshawar–Jalalabad road
The Peshawar–Jalalabad road is a major transnational route connecting Pakistan’s Khyber Pakhtunkhwa province with eastern Afghanistan through the historic Khyber Pass.
-
B.
Quetta–Taftan Highway
The Quetta–Taftan Highway is a major road in Pakistan that links the provincial capital Quetta to the town of Taftan near the Iranian border, serving as a key route for trade and travel between the two countries.
-
C.
Quetta–Kandahar route
The Quetta–Kandahar route is a key transnational transport corridor linking Pakistan’s city of Quetta with Afghanistan’s city of Kandahar, facilitating regional trade and connectivity.
-
D.
Karakoram Highway
The Karakoram Highway is a high-altitude international road linking Pakistan and China through the Karakoram mountain range, renowned as one of the world’s highest paved routes and a key part of the ancient Silk Road corridor.
-
E.
N-95 (Swat) highway
N-95 (Swat) Highway is a major roadway in Pakistan’s Swat Valley that connects key towns and facilitates regional travel and trade.
- 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: Kaghan–Naran road Triple: [Naran, accessRoute, Kaghan–Naran road]
Generated description
Kaghan–Naran road is a scenic mountain highway in Pakistan’s Kaghan Valley that serves as the main route for travelers heading to the town of Naran and surrounding tourist destinations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kaghan–Naran road Target entity description: Kaghan–Naran road is a scenic mountain highway in Pakistan’s Kaghan Valley that serves as the main route for travelers heading to the town of Naran and surrounding tourist destinations.
-
A.
Peshawar–Jalalabad road
The Peshawar–Jalalabad road is a major transnational route connecting Pakistan’s Khyber Pakhtunkhwa province with eastern Afghanistan through the historic Khyber Pass.
-
B.
Quetta–Taftan Highway
The Quetta–Taftan Highway is a major road in Pakistan that links the provincial capital Quetta to the town of Taftan near the Iranian border, serving as a key route for trade and travel between the two countries.
-
C.
Quetta–Kandahar route
The Quetta–Kandahar route is a key transnational transport corridor linking Pakistan’s city of Quetta with Afghanistan’s city of Kandahar, facilitating regional trade and connectivity.
-
D.
Karakoram Highway
The Karakoram Highway is a high-altitude international road linking Pakistan and China through the Karakoram mountain range, renowned as one of the world’s highest paved routes and a key part of the ancient Silk Road corridor.
-
E.
N-95 (Swat) highway
N-95 (Swat) Highway is a major roadway in Pakistan’s Swat Valley that connects key towns and facilitates regional travel and trade.
- 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_69ab4a48e4f081908f1218d244608659 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd2781700819091ffc32244d9efe2 |
completed | March 7, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af906b656081908df9a8b874aaa340 |
completed | March 10, 2026, 3:30 a.m. |
| NEDg | Description generation | batch_69af90db69d08190933af04c4392be38 |
completed | March 10, 2026, 3:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af914fd3e48190860e2c4bd0a310b6 |
completed | March 10, 2026, 3:34 a.m. |
Created at: March 6, 2026, 9:46 p.m.