Triple
T18726657
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Baloch insurgency |
E457916
|
entity |
| Predicate | opposingForce |
P4567
|
FINISHED |
| Object |
Pakistani security forces
Pakistani security forces are the state’s military, paramilitary, and law-enforcement institutions responsible for maintaining internal security and defending Pakistan against armed groups and external threats.
|
E1340386
|
NE FINISHED |
How this triple was built (4 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: Pakistani security forces | Statement: [Baloch insurgency, opposingForce, Pakistani security forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pakistani security forces Context triple: [Baloch insurgency, opposingForce, Pakistani security forces]
-
A.
Pakistan Rangers
Pakistan Rangers are a federal paramilitary force in Pakistan responsible for border security, internal security assistance, and protection of key national sites.
-
B.
Pakistan Police
Pakistan Police is the civilian law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing laws across Pakistan’s provinces and territories.
-
C.
Pakistan Armed Forces
The Pakistan Armed Forces are the unified military forces of Pakistan, comprising the Army, Navy, and Air Force, responsible for the country’s defense and security.
-
D.
Pakistan Frontier Corps
The Pakistan Frontier Corps is a federal paramilitary force responsible for security, counterinsurgency, and border management in Pakistan’s western provinces.
-
E.
Pakistan Army
The Pakistan Army is the principal land warfare branch of Pakistan’s armed forces, responsible for defending the country’s territorial integrity and conducting ground operations.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Pakistani security forces Triple: [Baloch insurgency, opposingForce, Pakistani security forces]
Generated description
Pakistani security forces are the state’s military, paramilitary, and law-enforcement institutions responsible for maintaining internal security and defending Pakistan against armed groups and external threats.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pakistani security forces Target entity description: Pakistani security forces are the state’s military, paramilitary, and law-enforcement institutions responsible for maintaining internal security and defending Pakistan against armed groups and external threats.
-
A.
Pakistan Rangers
Pakistan Rangers are a federal paramilitary force in Pakistan responsible for border security, internal security assistance, and protection of key national sites.
-
B.
Pakistan Police
Pakistan Police is the civilian law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing laws across Pakistan’s provinces and territories.
-
C.
Pakistan Armed Forces
The Pakistan Armed Forces are the unified military forces of Pakistan, comprising the Army, Navy, and Air Force, responsible for the country’s defense and security.
-
D.
Pakistan Frontier Corps
The Pakistan Frontier Corps is a federal paramilitary force responsible for security, counterinsurgency, and border management in Pakistan’s western provinces.
-
E.
Pakistan Army
The Pakistan Army is the principal land warfare branch of Pakistan’s armed forces, responsible for defending the country’s territorial integrity and conducting ground operations.
- F. None of above. chosen
Provenance (5 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_69d8d393ba9c8190a8b03b04ddbb0a09 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e56d73f68c81908a9ddf2cc2fb9813 |
completed | April 20, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0532598228819097ddf87982b09854 |
completed | May 14, 2026, 2:24 a.m. |
| NEDg | Description generation | batch_6a0535fcecac819095c873619ad67460 |
completed | May 14, 2026, 2:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05365f70688190a73ce9f78f0efb8e |
completed | May 14, 2026, 2:41 a.m. |
Created at: April 10, 2026, 11:50 a.m.