Triple
T2675642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kohat Division |
E56451
|
entity |
| Predicate | hasSecurityPresence |
P22957
|
FINISHED |
| Object | Frontier Corps Khyber Pakhtunkhwa |
E273655
|
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: Frontier Corps Khyber Pakhtunkhwa | Statement: [Kohat Division, hasSecurityPresence, Frontier Corps Khyber Pakhtunkhwa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frontier Corps Khyber Pakhtunkhwa Context triple: [Kohat Division, hasSecurityPresence, Frontier Corps Khyber Pakhtunkhwa]
-
A.
Pakistan Frontier Corps
The Pakistan Frontier Corps is a federal paramilitary force responsible for security, counterinsurgency, and border management in Pakistan’s western provinces.
-
B.
Pakistan Rangers
Pakistan Rangers are a federal paramilitary force in Pakistan responsible for border security, internal security assistance, and protection of key national sites.
-
C.
Afghan Border Police
The Afghan Border Police was a specialized branch of Afghanistan’s security forces responsible for guarding and controlling the country’s borders and international entry points.
-
D.
Frontier Corps
chosen
The Frontier Corps is a Pakistani federal paramilitary force primarily responsible for border security and maintaining law and order in the country’s western provinces and tribal areas.
-
E.
Frontier Constabulary
The Frontier Constabulary is a Pakistani federal paramilitary police force responsible for maintaining law and order and guarding the country's western frontiers, particularly along the border regions with Afghanistan.
- 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_69ab4a4b13fc81909dfdb3f23da46832 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9b3530c819093942cc985f814ef |
completed | March 7, 2026, 7:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa0638a9c8190b48ca5aa56eb66ff |
completed | March 10, 2026, 4:38 a.m. |
Created at: March 6, 2026, 9:54 p.m.