Triple

T3653155
Position Surface form Disambiguated ID Type / Status
Subject Pakistan Army E77467 entity
Predicate hasLogisticsBranch P22486 FINISHED
Object Pakistan Army Services Corps
The Pakistan Army Services Corps is the branch of the Pakistan Army responsible for providing essential logistics support, including supply, transport, and services to military units.
E379601 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 Services Corps | Statement: [Pakistan Army, hasLogisticsBranch, Pakistan Army Services Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pakistan Army Services Corps
Context triple: [Pakistan Army, hasLogisticsBranch, Pakistan Army Services Corps]
  • A. 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.
  • B. Pakistan Army Artillery Corps
    The Pakistan Army Artillery Corps is the branch of the Pakistan Army responsible for providing fire support through artillery, rockets, and related battlefield support systems.
  • C. 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.
  • D. Pakistan Army Air Defence Corps
    The Pakistan Army Air Defence Corps is a specialized branch of the Pakistan Army responsible for protecting the country’s airspace and ground forces from aerial threats using a range of anti-aircraft weapons and air defense systems.
  • E. Indian Army Service Corps
    The Indian Army Service Corps is a logistics and support branch responsible for provisioning, transport, and supply services within the Indian Army.
  • 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 Services Corps
Triple: [Pakistan Army, hasLogisticsBranch, Pakistan Army Services Corps]
Generated description
The Pakistan Army Services Corps is the branch of the Pakistan Army responsible for providing essential logistics support, including supply, transport, and services to military units.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pakistan Army Services Corps
Target entity description: The Pakistan Army Services Corps is the branch of the Pakistan Army responsible for providing essential logistics support, including supply, transport, and services to military units.
  • A. 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.
  • B. Pakistan Army Artillery Corps
    The Pakistan Army Artillery Corps is the branch of the Pakistan Army responsible for providing fire support through artillery, rockets, and related battlefield support systems.
  • C. 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.
  • D. Pakistan Army Air Defence Corps
    The Pakistan Army Air Defence Corps is a specialized branch of the Pakistan Army responsible for protecting the country’s airspace and ground forces from aerial threats using a range of anti-aircraft weapons and air defense systems.
  • E. Indian Army Service Corps
    The Indian Army Service Corps is a logistics and support branch responsible for provisioning, transport, and supply services within the Indian Army.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasLogisticsBranch
Context triple: [Pakistan Army, hasLogisticsBranch, Pakistan Army Services Corps]
  • A. hasShippingLaneType
    Indicates the specific category or type of shipping lane associated with a given route or area.
  • B. isPartOfBranchTypically chosen
    Indicates that something is typically a component or subdivision within a larger branch.
  • C. servesAsCargoHubFor
    Indicates that one entity functions as a central location or facility for handling, consolidating, and distributing cargo associated with another entity.
  • D. logisticsFeature
    Indicates that something possesses a characteristic, capability, or function specifically related to logistics operations or processes.
  • E. hasFederallyRecognizedBranch
    Indicates that an entity possesses at least one branch, division, or subsidiary that is officially recognized by a federal authority.
  • 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_69b4c393f0608190a9af2cdc87bf83d9 completed March 14, 2026, 2:10 a.m.
NEDg Description generation batch_69b4c5280d788190b59b23acf5f77811 completed March 14, 2026, 2:17 a.m.
NED2 Entity disambiguation (via description) batch_69b4c58b13c48190b975e61000aa1f05 completed March 14, 2026, 2:18 a.m.
PD Predicate disambiguation batch_69adb84650148190bf79231105e58d7f completed March 8, 2026, 5:56 p.m.
Created at: March 8, 2026, 3:24 p.m.