Triple
T2495007
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malakand Division |
E52134
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | northern Pakistan |
E107825
|
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: northern Pakistan | Statement: [Malakand Division, locatedIn, northern Pakistan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: northern Pakistan Context triple: [Malakand Division, locatedIn, northern Pakistan]
-
A.
northern Pakistan
chosen
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.
-
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.
western Pakistan
Western Pakistan is the broad geographic region encompassing the western part of Pakistan, including areas such as Balochistan and parts of Khyber Pakhtunkhwa and Sindh.
-
D.
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.
-
E.
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.
- 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_69af98a63a44819092c017b8624e3dc8 |
completed | March 10, 2026, 4:05 a.m. |
Created at: March 6, 2026, 9:45 p.m.