Triple

T21997735
Position Surface form Disambiguated ID Type / Status
Subject Indian Ordnance Factories Service E543248 entity
Predicate abbreviation P43 FINISHED
Object IOFS
IOFS is a Group 'A' central civil service of the Government of India responsible for managing and administering the Indian Ordnance Factories, which produce arms, ammunition, and military equipment.
E1512639 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: IOFS | Statement: [Indian Ordnance Factories Service, abbreviation, IOFS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IOFS
Context triple: [Indian Ordnance Factories Service, abbreviation, IOFS]
  • A. IO
    IO is the commonly used abbreviation for Infrastructure Ontario, a provincial Crown agency that oversees major public infrastructure projects and real estate services in Ontario, Canada.
  • B. IO
    IO is the commonly used abbreviation for the U.S. Department of State’s Bureau of International Organization Affairs, which manages U.S. engagement with international organizations such as the United Nations.
  • C. IO
    IO is the IATA airline designator assigned to IrAero, a Russian regional airline.
  • D. CIOFS
    CIOFS is the International Council of the Secular Franciscan Order, which serves as the worldwide leadership and coordination body for laypeople living according to the Franciscan spiritual tradition.
  • E. i/o
    i/o is a studio album by English musician Peter Gabriel, known for its long-anticipated release and exploration of human connection, technology, and consciousness.
  • 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: IOFS
Triple: [Indian Ordnance Factories Service, abbreviation, IOFS]
Generated description
IOFS is a Group 'A' central civil service of the Government of India responsible for managing and administering the Indian Ordnance Factories, which produce arms, ammunition, and military equipment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IOFS
Target entity description: IOFS is a Group 'A' central civil service of the Government of India responsible for managing and administering the Indian Ordnance Factories, which produce arms, ammunition, and military equipment.
  • A. IO
    IO is the commonly used abbreviation for the U.S. Department of State’s Bureau of International Organization Affairs, which manages U.S. engagement with international organizations such as the United Nations.
  • B. IO
    IO is the IATA airline designator assigned to IrAero, a Russian regional airline.
  • C. IO
    IO is the commonly used abbreviation for Infrastructure Ontario, a provincial Crown agency that oversees major public infrastructure projects and real estate services in Ontario, Canada.
  • D. CIOFS
    CIOFS is the International Council of the Secular Franciscan Order, which serves as the worldwide leadership and coordination body for laypeople living according to the Franciscan spiritual tradition.
  • E. i/o
    i/o is a studio album by English musician Peter Gabriel, known for its long-anticipated release and exploration of human connection, technology, and consciousness.
  • 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_69e11e2c814c8190837d072789000486 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1276774508190b96870266e10979a completed April 28, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a6d8a38748190a9c4e1c25a3d2576 completed May 18, 2026, 1:38 a.m.
NEDg Description generation batch_6a0a6f67649c8190985da645a28f53b3 completed May 18, 2026, 1:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0a703c1a0481909d8af5434a42cbdf completed May 18, 2026, 1:49 a.m.
Created at: April 16, 2026, 8:19 p.m.