Triple
T3653152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pakistan Army |
E77467
|
entity |
| Predicate | hasEngineersCorps |
P50701
|
FINISHED |
| Object |
Pakistan Army Corps of Engineers
The Pakistan Army Corps of Engineers is the branch of the Pakistan Army responsible for military engineering, combat engineering support, and major infrastructure and construction projects for defense and national development.
|
E375695
|
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 Engineers | Statement: [Pakistan Army, hasEngineersCorps, Pakistan Army Corps of Engineers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pakistan Army Corps of Engineers Context triple: [Pakistan Army, hasEngineersCorps, Pakistan Army Corps of Engineers]
-
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.
Indian Army engineer units
Indian Army engineer units were specialized military formations responsible for combat engineering, construction, and logistical support within the Indian Army, particularly significant for their expanded and reorganized role during World War II.
-
C.
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.
-
D.
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.
-
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 Army Corps of Engineers Triple: [Pakistan Army, hasEngineersCorps, Pakistan Army Corps of Engineers]
Generated description
The Pakistan Army Corps of Engineers is the branch of the Pakistan Army responsible for military engineering, combat engineering support, and major infrastructure and construction projects for defense and national development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pakistan Army Corps of Engineers Target entity description: The Pakistan Army Corps of Engineers is the branch of the Pakistan Army responsible for military engineering, combat engineering support, and major infrastructure and construction projects for defense and national development.
-
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.
Indian Army engineer units
Indian Army engineer units were specialized military formations responsible for combat engineering, construction, and logistical support within the Indian Army, particularly significant for their expanded and reorganized role during World War II.
-
C.
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.
-
D.
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.
-
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
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasEngineersCorps Context triple: [Pakistan Army, hasEngineersCorps, Pakistan Army Corps of Engineers]
-
A.
hasAstronautCorps
Indicates that an organization or country maintains an official group of trained astronauts.
-
B.
hasCorpsOfCadets
Indicates that an institution maintains an organized corps of cadets as part of its structure or programs.
-
C.
hasCadetBranch
Indicates that one lineage, family, or house is a junior or offshoot branch derived from another main or senior line.
-
D.
militaryOrganization
Indicates that an entity functions as, or is associated with, a structured armed forces or defense-related organization.
-
E.
hasMilitaryAssociation
Indicates a relationship in which an entity is connected or affiliated with a military organization, activity, or function.
- F. None of above. chosen
Provenance (7 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. |
| PDg | Predicate description generation | batch_69adbae14d488190a6024548979c6faf |
completed | March 8, 2026, 6:07 p.m. |
Created at: March 8, 2026, 3:24 p.m.