Triple
T8021906
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kallar Kahar area |
E186758
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Punjab, Pakistan |
E146516
|
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: Punjab, Pakistan | Statement: [Kallar Kahar area, locatedIn, Punjab, Pakistan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Punjab, Pakistan Context triple: [Kallar Kahar area, locatedIn, Punjab, Pakistan]
-
A.
Punjab, Pakistan
chosen
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.
-
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.
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.
-
D.
Gujrat, Pakistan
Gujrat, Pakistan is a city in Punjab province known as an industrial and commercial center, particularly for its pottery, furniture, and fan manufacturing industries.
-
E.
Khyber Pakhtunkhwa
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.
- 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_69ca82ac7fc081909b1398cf025423af |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3e8eab9c81908098e6b17957316c |
completed | March 31, 2026, 3:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc560e96f0819080031a1a3781422a |
completed | March 31, 2026, 11:17 p.m. |
Created at: March 30, 2026, 5:20 p.m.