Triple
T2495623
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pakistan Armed Forces |
E52146
|
entity |
| Predicate | hasParamilitaryComponent |
P4347
|
FINISHED |
| Object |
Pakistan Marines
The Pakistan Marines are a specialized maritime infantry force of Pakistan responsible for amphibious warfare, coastal defense, and security of naval installations.
|
E288034
|
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: Pakistan Marines | Statement: [Pakistan Armed Forces, hasParamilitaryComponent, Pakistan Marines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pakistan Marines Context triple: [Pakistan Armed Forces, hasParamilitaryComponent, Pakistan Marines]
-
A.
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.
-
B.
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.
-
C.
Pakistan Navy
The Pakistan Navy is the naval warfare branch of Pakistan’s armed forces, responsible for safeguarding the country’s maritime borders and interests in the Arabian Sea.
-
D.
Pakistan Coast Guards
The Pakistan Coast Guards is a maritime security and law-enforcement force responsible for safeguarding Pakistan’s coastal areas, preventing smuggling, and supporting naval and border security operations.
-
E.
Pakistan Rangers
Pakistan Rangers are a federal paramilitary force in Pakistan responsible for border security, internal security assistance, and protection of key national sites.
- 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: Pakistan Marines Triple: [Pakistan Armed Forces, hasParamilitaryComponent, Pakistan Marines]
Generated description
The Pakistan Marines are a specialized maritime infantry force of Pakistan responsible for amphibious warfare, coastal defense, and security of naval installations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pakistan Marines Target entity description: The Pakistan Marines are a specialized maritime infantry force of Pakistan responsible for amphibious warfare, coastal defense, and security of naval installations.
-
A.
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.
-
B.
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.
-
C.
Pakistan Navy
The Pakistan Navy is the naval warfare branch of Pakistan’s armed forces, responsible for safeguarding the country’s maritime borders and interests in the Arabian Sea.
-
D.
Pakistan Coast Guards
The Pakistan Coast Guards is a maritime security and law-enforcement force responsible for safeguarding Pakistan’s coastal areas, preventing smuggling, and supporting naval and border security operations.
-
E.
Pakistan Rangers
Pakistan Rangers are a federal paramilitary force in Pakistan responsible for border security, internal security assistance, and protection of key national sites.
- 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_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_69afa0425944819096e87fadfce94bc2 |
completed | March 10, 2026, 4:38 a.m. |
| NEDg | Description generation | batch_69afa193ac7c8190803b7ce310359461 |
completed | March 10, 2026, 4:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa1fc3884819094503650206ec788 |
completed | March 10, 2026, 4:45 a.m. |
Created at: March 6, 2026, 9:45 p.m.