Triple
T12684602
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mardan District |
E303034
|
entity |
| Predicate | transportInfrastructure |
P1777
|
FINISHED |
| Object | Mardan–Nowshera Road |
E301509
|
NE FINISHED |
How this triple was built (2 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: Mardan–Nowshera Road | Statement: [Mardan District, transportInfrastructure, Mardan–Nowshera Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mardan–Nowshera Road Context triple: [Mardan District, transportInfrastructure, Mardan–Nowshera Road]
-
A.
Mardan–Nowshera Road
chosen
Mardan–Nowshera Road is a key regional roadway in Khyber Pakhtunkhwa, Pakistan, connecting the cities of Mardan and Nowshera and facilitating local trade and travel.
-
B.
Nowshera–Chitral Road
Nowshera–Chitral Road is a major highway in Pakistan’s Khyber Pakhtunkhwa province that connects the town of Nowshera with the mountainous Chitral region through several key passes and valleys.
-
C.
Peshawar–Charsadda Road
Peshawar–Charsadda Road is a major regional roadway in Khyber Pakhtunkhwa, Pakistan, linking the city of Peshawar with the nearby town of Charsadda and serving as an important commuter and trade route.
-
D.
Murree–Abbottabad road
The Murree–Abbottabad road is a major mountain highway in northern Pakistan that links the hill stations of Murree and Abbottabad, passing through popular tourist spots such as Nathia Gali.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d7bdee64a08190801c6d470aefd723 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961d7cd4c81909521839ef5859799 |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f684e2292c8190bffb3a8b6e15029c |
completed | May 2, 2026, 11:12 p.m. |
Created at: April 9, 2026, 5:21 p.m.