Triple

T4198707
Position Surface form Disambiguated ID Type / Status
Subject Indian Army Ordnance Corps E86013 entity
Predicate associatedWith P37 FINISHED
Object Directorate General of Ordnance Services
The Directorate General of Ordnance Services is the apex logistics authority in the Indian Army responsible for overseeing ordnance management, supply, and maintenance of military equipment and stores.
E420204 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: Directorate General of Ordnance Services | Statement: [Indian Army Ordnance Corps, associatedWith, Directorate General of Ordnance Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Directorate General of Ordnance Services
Context triple: [Indian Army Ordnance Corps, associatedWith, Directorate General of Ordnance Services]
  • A. Munitions Directorate
    The Munitions Directorate is a division of the U.S. Air Force’s primary research organization that focuses on developing advanced weapons, munitions technologies, and related air-delivered capabilities.
  • B. Royal Army Ordnance Corps
    The Royal Army Ordnance Corps was a former corps of the British Army responsible for the supply, storage, and maintenance of weapons, ammunition, and other military equipment before its functions were absorbed into the Royal Logistic Corps.
  • C. Munitions Board
    The Munitions Board was a U.S. defense agency responsible for coordinating the procurement, production, and allocation of military supplies and equipment among the armed services.
  • D. Ordnance Corps
    The Ordnance Corps is a specialized branch of the Malaysian Army responsible for the procurement, storage, maintenance, and distribution of military weapons, ammunition, and related equipment.
  • E. Indian Army Ordnance Corps
    The Indian Army Ordnance Corps is a logistics and materiel support branch responsible for the procurement, storage, and supply of arms, ammunition, equipment, and other stores for the Indian Army, with origins in the British Indian Army era.
  • 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: Directorate General of Ordnance Services
Triple: [Indian Army Ordnance Corps, associatedWith, Directorate General of Ordnance Services]
Generated description
The Directorate General of Ordnance Services is the apex logistics authority in the Indian Army responsible for overseeing ordnance management, supply, and maintenance of military equipment and stores.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Directorate General of Ordnance Services
Target entity description: The Directorate General of Ordnance Services is the apex logistics authority in the Indian Army responsible for overseeing ordnance management, supply, and maintenance of military equipment and stores.
  • A. Munitions Directorate
    The Munitions Directorate is a division of the U.S. Air Force’s primary research organization that focuses on developing advanced weapons, munitions technologies, and related air-delivered capabilities.
  • B. Royal Army Ordnance Corps
    The Royal Army Ordnance Corps was a former corps of the British Army responsible for the supply, storage, and maintenance of weapons, ammunition, and other military equipment before its functions were absorbed into the Royal Logistic Corps.
  • C. Munitions Board
    The Munitions Board was a U.S. defense agency responsible for coordinating the procurement, production, and allocation of military supplies and equipment among the armed services.
  • D. Ordnance Corps
    The Ordnance Corps is a specialized branch of the Malaysian Army responsible for the procurement, storage, maintenance, and distribution of military weapons, ammunition, and related equipment.
  • E. Indian Army Ordnance Corps
    The Indian Army Ordnance Corps is a logistics and materiel support branch responsible for the procurement, storage, and supply of arms, ammunition, equipment, and other stores for the Indian Army, with origins in the British Indian Army era.
  • 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_69aed93b89f48190a31f6d57c760e42f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af036243b4819097efe6b796823cd9 completed March 9, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a12c11481908033229ecf90c9f9 completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58e0446d48190a1fd54bcc72af026 completed March 14, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_69b58e8d57cc8190a823a7cf3a3f0cdf completed March 14, 2026, 4:36 p.m.
Created at: March 9, 2026, 3:48 p.m.