Triple
T2822317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charsadda |
E54837
|
entity |
| Predicate | administrativeDivision |
P747
|
FINISHED |
| Object | Khyber Pakhtunkhwa Province |
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 Province | Statement: [Charsadda, administrativeDivision, Khyber Pakhtunkhwa Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khyber Pakhtunkhwa Province Context triple: [Charsadda, administrativeDivision, Khyber Pakhtunkhwa Province]
-
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.
Punjab, Pakistan
Punjab, Pakistan is a populous and agriculturally rich province in eastern Pakistan, known for its cultural heritage, Punjabi language, and role as the country’s political and economic heartland.
-
D.
Khyber District
Khyber District is an administrative district in northwestern Pakistan, strategically located along the historic Khyber Pass near the Afghan border.
-
E.
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.
- 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_69ab49e100c0819082a40cb797383243 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde704af88190a132626acc99745f |
completed | March 7, 2026, 8:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b67b92d4dc81908a26a977bc25319c |
completed | March 15, 2026, 9:27 a.m. |
Created at: March 6, 2026, 9:59 p.m.