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.