Triple
T1598569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mingora |
E34338
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
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.
|
E191185
|
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: N-95 (Swat) highway | Statement: [Mingora, roadConnection, N-95 (Swat) highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: N-95 (Swat) highway Context triple: [Mingora, roadConnection, N-95 (Swat) highway]
-
A.
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.
-
B.
Kukum Highway
Kukum Highway is a major roadway in Honiara, the capital city of the Solomon Islands, serving as one of its primary transport arteries.
-
C.
Araniko Highway
Araniko Highway is a major roadway in Nepal that links Kathmandu with the Chinese border, serving as an important trade and transit route between the two countries.
-
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: N-95 (Swat) highway Triple: [Mingora, roadConnection, N-95 (Swat) highway]
Generated description
N-95 (Swat) Highway is a major roadway in Pakistan’s Swat Valley that connects key towns and facilitates regional travel and trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: N-95 (Swat) highway Target entity description: N-95 (Swat) Highway is a major roadway in Pakistan’s Swat Valley that connects key towns and facilitates regional travel and trade.
-
A.
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.
-
B.
Kukum Highway
Kukum Highway is a major roadway in Honiara, the capital city of the Solomon Islands, serving as one of its primary transport arteries.
-
C.
Araniko Highway
Araniko Highway is a major roadway in Nepal that links Kathmandu with the Chinese border, serving as an important trade and transit route between the two countries.
-
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_69a885fdcb9c819081ce6f0b8cd477dd |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90948ddb08190a6fc0597198a7946 |
completed | March 5, 2026, 4:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad797d8c68819093fb2bcae0a08698 |
completed | March 8, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_69ad7a854a68819094cffb51a6b148b9 |
completed | March 8, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad7b3fec8881908bd440e22f01b507 |
completed | March 8, 2026, 1:36 p.m. |
Created at: March 4, 2026, 7:27 p.m.