Triple
T2530865
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peshawar Division |
E56153
|
entity |
| Predicate | hasBorderingDivision |
P37800
|
FINISHED |
| Object | Mardan Division |
E58785
|
NE FINISHED |
How this triple was built (3 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 Division | Statement: [Peshawar Division, hasBorderingDivision, Mardan Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mardan Division Context triple: [Peshawar Division, hasBorderingDivision, Mardan Division]
-
A.
Mardan Division
chosen
Mardan Division is an administrative division in Pakistan known for encompassing the city of Mardan and surrounding districts within the Khyber Pakhtunkhwa province.
-
B.
Dera Ismail Khan Division
Dera Ismail Khan Division is an administrative division in the Khyber Pakhtunkhwa province of Pakistan, centered around the city of Dera Ismail Khan.
-
C.
Peshawar Division
Peshawar Division is an administrative division in northwestern Pakistan centered around the city of Peshawar and comprising several districts within the province of Khyber Pakhtunkhwa.
-
D.
Bannu Division
Bannu Division is an administrative division in southern Khyber Pakhtunkhwa, Pakistan, centered around the city of Bannu and comprising several districts.
-
E.
Kohistan District
Kohistan District is a mountainous administrative region in northern Pakistan known for its rugged terrain, remote valleys, and ethnically diverse communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasBorderingDivision Context triple: [Peshawar Division, hasBorderingDivision, Mardan Division]
-
A.
borderedBy
Indicates that one entity shares a common boundary or edge with another entity.
-
B.
hasBorderRelation
chosen
Indicates that one entity shares a boundary or border with another entity.
-
C.
isBorderMunicipality
Indicates that a municipality is located on or directly adjacent to the border of a larger administrative region, country, or jurisdiction.
-
D.
hasBorderCity
Indicates that one location is a city situated on or very near the border of another geographic or political region.
-
E.
borderRegion
Indicates a region that lies along or near the boundary separating two distinct geographic or political areas.
- F. None of above.
Provenance (4 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_69afc6316e848190a843f9fd5b152e9f |
completed | March 10, 2026, 7:20 a.m. |
| PD | Predicate disambiguation | batch_69abd0c2e34c8190a914d5c2afba147c |
completed | March 7, 2026, 7:16 a.m. |
Created at: March 6, 2026, 9:46 p.m.