Triple

T497016
Position Surface form Disambiguated ID Type / Status
Subject Minority Business Development Agency E10315 entity
Predicate abbreviation P43 FINISHED
Object MBDA
MBDA is a U.S. federal agency dedicated to promoting the growth and competitiveness of minority-owned businesses through programs, services, and advocacy.
E62076 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: MBDA | Statement: [Minority Business Development Agency, abbreviation, MBDA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MBDA
Context triple: [Minority Business Development Agency, abbreviation, MBDA]
  • A. AMRAAM air-to-air missile
    The AMRAAM air-to-air missile is a widely used, beyond-visual-range, radar-guided weapon designed for modern fighter aircraft to engage and destroy airborne targets.
  • B. Brimstone missile
    The Brimstone missile is a British air-launched, precision-guided anti-armor and multi-role strike weapon designed for high accuracy against moving and static targets with minimal collateral damage.
  • C. Scud missiles
    Scud missiles are Soviet-designed short-range ballistic missiles that gained widespread notoriety for their use by Iraq to attack coalition and civilian targets during the Gulf War.
  • D. ASRAAM short-range air-to-air missile
    The ASRAAM is a modern, high-speed, highly agile infrared-guided short-range air-to-air missile designed for close-combat engagements by advanced fighter aircraft.
  • E. Exocet anti-ship missile
    The Exocet anti-ship missile is a French-built, sea-skimming guided missile renowned for its effectiveness in naval warfare, particularly for its high-profile use in sinking ships during the Falklands War.
  • 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: MBDA
Triple: [Minority Business Development Agency, abbreviation, MBDA]
Generated description
MBDA is a U.S. federal agency dedicated to promoting the growth and competitiveness of minority-owned businesses through programs, services, and advocacy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MBDA
Target entity description: MBDA is a U.S. federal agency dedicated to promoting the growth and competitiveness of minority-owned businesses through programs, services, and advocacy.
  • A. AMRAAM air-to-air missile
    The AMRAAM air-to-air missile is a widely used, beyond-visual-range, radar-guided weapon designed for modern fighter aircraft to engage and destroy airborne targets.
  • B. Brimstone missile
    The Brimstone missile is a British air-launched, precision-guided anti-armor and multi-role strike weapon designed for high accuracy against moving and static targets with minimal collateral damage.
  • C. Scud missiles
    Scud missiles are Soviet-designed short-range ballistic missiles that gained widespread notoriety for their use by Iraq to attack coalition and civilian targets during the Gulf War.
  • D. ASRAAM short-range air-to-air missile
    The ASRAAM is a modern, high-speed, highly agile infrared-guided short-range air-to-air missile designed for close-combat engagements by advanced fighter aircraft.
  • E. Exocet anti-ship missile
    The Exocet anti-ship missile is a French-built, sea-skimming guided missile renowned for its effectiveness in naval warfare, particularly for its high-profile use in sinking ships during the Falklands War.
  • 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_69a2e847df8481909239ec08ccf1e376 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f116f1b4819082f88d6c747368ae completed Feb. 28, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a481ee2e348190b26b02990b4fb866 completed March 1, 2026, 6:14 p.m.
NEDg Description generation batch_69a482749e78819093f8f81090eedfa2 completed March 1, 2026, 6:16 p.m.
NED2 Entity disambiguation (via description) batch_69a483073dcc8190b05f89a81207d3d2 completed March 1, 2026, 6:18 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.