Triple
T3653153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pakistan Army |
E77467
|
entity |
| Predicate | hasSignalsCorps |
P4206
|
FINISHED |
| Object |
Pakistan Army Corps of Signals
The Pakistan Army Corps of Signals is the branch of the Pakistan Army responsible for military communications, information technology, and electronic warfare support.
|
E375696
|
NE FINISHED |
How this triple was built (5 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 Army Corps of Signals | Statement: [Pakistan Army, hasSignalsCorps, Pakistan Army Corps of Signals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pakistan Army Corps of Signals Context triple: [Pakistan Army, hasSignalsCorps, Pakistan Army Corps of Signals]
-
A.
Indian Signal Corps
The Indian Signal Corps was a specialized communications branch of the British Indian Army responsible for military signaling, telegraphy, and later wireless communications across the subcontinent and overseas operations.
-
B.
Pakistan Frontier Corps
The Pakistan Frontier Corps is a federal paramilitary force responsible for security, counterinsurgency, and border management in Pakistan’s western provinces.
-
C.
Intelligence Corps
The Intelligence Corps is a specialist branch of the British Army responsible for gathering, analyzing, and disseminating military intelligence to support operations and decision-making.
-
D.
Inter-Services Intelligence
Inter-Services Intelligence is Pakistan’s premier military intelligence agency, known for its extensive role in regional security, covert operations, and influence over Afghan and South Asian affairs.
-
E.
Pakistan Army General Headquarters (GHQ)
Pakistan Army General Headquarters (GHQ) is the central command and administrative hub of the Pakistan Army, overseeing its strategic planning, operations, and organizational management.
- 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 Army Corps of Signals Triple: [Pakistan Army, hasSignalsCorps, Pakistan Army Corps of Signals]
Generated description
The Pakistan Army Corps of Signals is the branch of the Pakistan Army responsible for military communications, information technology, and electronic warfare support.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pakistan Army Corps of Signals Target entity description: The Pakistan Army Corps of Signals is the branch of the Pakistan Army responsible for military communications, information technology, and electronic warfare support.
-
A.
Indian Signal Corps
The Indian Signal Corps was a specialized communications branch of the British Indian Army responsible for military signaling, telegraphy, and later wireless communications across the subcontinent and overseas operations.
-
B.
Pakistan Frontier Corps
The Pakistan Frontier Corps is a federal paramilitary force responsible for security, counterinsurgency, and border management in Pakistan’s western provinces.
-
C.
Intelligence Corps
The Intelligence Corps is a specialist branch of the British Army responsible for gathering, analyzing, and disseminating military intelligence to support operations and decision-making.
-
D.
Inter-Services Intelligence
Inter-Services Intelligence is Pakistan’s premier military intelligence agency, known for its extensive role in regional security, covert operations, and influence over Afghan and South Asian affairs.
-
E.
Pakistan Army General Headquarters (GHQ)
Pakistan Army General Headquarters (GHQ) is the central command and administrative hub of the Pakistan Army, overseeing its strategic planning, operations, and organizational management.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasSignalsCorps Context triple: [Pakistan Army, hasSignalsCorps, Pakistan Army Corps of Signals]
-
A.
militarySignal
Indicates a relationship where one party sends or uses a signal for military or defense-related purposes toward another party or target.
-
B.
corpsMarch
Indicates that a military corps is performing the action of marching.
-
C.
hasMilitaryDivision
chosen
Indicates that an entity possesses, includes, or is organizationally associated with a specific military division.
-
D.
hasMilitaryAssociation
Indicates a relationship in which an entity is connected or affiliated with a military organization, activity, or function.
-
E.
hasBattalion
Indicates that one entity possesses, commands, or is organizationally assigned a specific battalion.
- F. None of above.
Provenance (6 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_69ad85def5cc8190863dccf55a18bebb |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc3b805a48190a7bc230a382365d6 |
completed | March 8, 2026, 6:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b44f4541dc8190b794eae019dcffbf |
completed | March 13, 2026, 5:54 p.m. |
| NEDg | Description generation | batch_69b45258be648190a98f60bd0cf57faa |
completed | March 13, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b45eec592481908e2f002aa2127849 |
completed | March 13, 2026, 7:01 p.m. |
| PD | Predicate disambiguation | batch_69adb84650148190bf79231105e58d7f |
completed | March 8, 2026, 5:56 p.m. |
Created at: March 8, 2026, 3:24 p.m.