Triple
T2494967
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dera Ismail Khan |
E52133
|
entity |
| Predicate | locatedInRegion |
P40
|
FINISHED |
| Object | southern Khyber Pakhtunkhwa |
E267300
|
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: southern Khyber Pakhtunkhwa | Statement: [Dera Ismail Khan, locatedInRegion, southern Khyber Pakhtunkhwa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: southern Khyber Pakhtunkhwa Context triple: [Dera Ismail Khan, locatedInRegion, southern Khyber Pakhtunkhwa]
-
A.
southern Khyber Pakhtunkhwa
chosen
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.
-
B.
southern Pakistan
Southern Pakistan is the lower region of the country encompassing coastal areas along the Arabian Sea and parts of the Indus River delta, including major cities such as Karachi and Hyderabad.
-
C.
northern Pakistan
Northern Pakistan is a mountainous region of Pakistan that includes parts of the Himalayas, Karakoram, and Hindu Kush ranges and is known for its dramatic landscapes and high-altitude valleys.
-
D.
southern Punjab, Pakistan
Southern Punjab, Pakistan is a culturally distinct region in the south of Pakistan’s Punjab province, known for its Saraiki-speaking population, Sufi heritage, and agrarian economy.
-
E.
Khyber District
Khyber District is an administrative district in northwestern Pakistan, strategically located along the historic Khyber Pass near the Afghan border.
- 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_69ab4955111c8190835bf619adec21ff |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd19541048190b9e39db119c20fe8 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af838c9c648190857a6a95dce1c258 |
completed | March 10, 2026, 2:35 a.m. |
Created at: March 6, 2026, 9:45 p.m.