Triple
T14991654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Punjab Frontier Force |
E373848
|
entity |
| Predicate | recruitedFrom |
P4145
|
FINISHED |
| Object | North-West Frontier tribes |
E299012
|
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: North-West Frontier tribes | Statement: [Punjab Frontier Force, recruitedFrom, North-West Frontier tribes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North-West Frontier tribes Context triple: [Punjab Frontier Force, recruitedFrom, North-West Frontier tribes]
-
A.
North-West Frontier region
chosen
The North-West Frontier region was a historically strategic and often contested border area in what is now northwestern Pakistan, serving as a frontier between South Asia and Central Asia.
-
B.
Orakzai tribe
The Orakzai tribe is a Pashtun tribal group traditionally inhabiting the Orakzai region of Pakistan’s northwestern tribal belt, known for its distinct cultural customs and historical role in the area’s tribal dynamics.
-
C.
Mohmand tribe
The Mohmand tribe is a prominent Pashtun tribal group traditionally inhabiting areas along the Afghanistan–Pakistan border, known for its strong warrior culture and significant role in regional history and politics.
-
D.
Khyber region
The Khyber region is a historically significant mountainous area along the Afghanistan–Pakistan border, best known for the Khyber Pass, a key trade and invasion route between Central and South Asia.
-
E.
Malakand District
Malakand District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its strategic location near the Malakand Pass and its role as a gateway to the Swat Valley and surrounding tribal areas.
- 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_69d85ccc84388190aa151e5173370c8d |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded715db408190b44e8a8452c79764 |
completed | April 15, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe969842848190a030db797c851fed |
completed | May 9, 2026, 2:06 a.m. |
Created at: April 10, 2026, 2:53 a.m.