Triple
T10178828
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frontier Regions |
E235928
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Khyber Pakhtunkhwa region |
E9536
|
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: Khyber Pakhtunkhwa region | Statement: [Frontier Regions, partOf, Khyber Pakhtunkhwa region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khyber Pakhtunkhwa region Context triple: [Frontier Regions, partOf, Khyber Pakhtunkhwa region]
-
A.
Khyber Pakhtunkhwa
chosen
Khyber Pakhtunkhwa is a mountainous province in northwestern Pakistan known for its strategic location along the Afghan border, diverse ethnic Pashtun culture, and significant role in the region’s history and security.
-
B.
Balochistan, Pakistan
Balochistan, Pakistan is the country’s largest and sparsely populated southwestern province, known for its ethnic diversity, rich natural resources, and strategic location bordering Iran and Afghanistan.
-
C.
Frontier Region Peshawar
Frontier Region Peshawar was a former semi-autonomous tribal administrative area in northwestern Pakistan that bordered the city of Peshawar and was governed through the adjacent Khyber Pakhtunkhwa province.
-
D.
southern Khyber Pakhtunkhwa
Southern Khyber Pakhtunkhwa is a predominantly rural, less-developed subregion of Pakistan’s Khyber Pakhtunkhwa province, known for its arid terrain, Pashtun-majority population, and emerging educational and agricultural activities.
-
E.
Frontier Region Kohat
Frontier Region Kohat was a former semi-autonomous tribal administrative area in northwestern Pakistan that bordered the Kohat District in Khyber Pakhtunkhwa.
- 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_69ca84d1d5f88190ab878a1021ecff68 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdecd620808190892c6e3074500280 |
completed | April 2, 2026, 4:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f6d9da9c8190b77c248fb3731f30 |
completed | April 9, 2026, 12:46 a.m. |
Created at: March 30, 2026, 9:11 p.m.