Triple

T21772114
Position Surface form Disambiguated ID Type / Status
Subject North American OV-10 Bronco E537458 entity
Predicate variant P4680 FINISHED
Object OV-10G+ (modernized)
The OV-10G+ is a modernized version of the OV-10 Bronco light attack and observation aircraft, upgraded with advanced avionics, sensors, and weapons for contemporary counterinsurgency and special operations missions.
E1504378 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: OV-10G+ (modernized) | Statement: [North American OV-10 Bronco, variant, OV-10G+ (modernized)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: OV-10G+ (modernized)
Context triple: [North American OV-10 Bronco, variant, OV-10G+ (modernized)]
  • A. OV-10D
    The OV-10D is an upgraded version of the OV-10 Bronco light attack and observation aircraft, featuring enhanced sensors and avionics for improved night and all-weather operations.
  • B. Aero L-159 ALCA
    The Aero L-159 ALCA is a Czech-built light combat and advanced jet trainer aircraft designed for close air support, reconnaissance, and pilot training roles.
  • C. FA-50
    The FA-50 is a South Korean light combat and trainer aircraft developed from the T-50 Golden Eagle, used for both advanced pilot training and multirole combat missions.
  • D. OH-23 Raven
    The OH-23 Raven is a light observation and utility helicopter used extensively by the U.S. Army during the Korean and Vietnam Wars for reconnaissance, liaison, and medical evacuation missions.
  • E. Kamov Ka-29
    The Kamov Ka-29 is a Soviet/Russian shipborne assault and transport helicopter developed from the Ka-27, designed primarily for amphibious assault and troop support operations.
  • 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: OV-10G+ (modernized)
Triple: [North American OV-10 Bronco, variant, OV-10G+ (modernized)]
Generated description
The OV-10G+ is a modernized version of the OV-10 Bronco light attack and observation aircraft, upgraded with advanced avionics, sensors, and weapons for contemporary counterinsurgency and special operations missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: OV-10G+ (modernized)
Target entity description: The OV-10G+ is a modernized version of the OV-10 Bronco light attack and observation aircraft, upgraded with advanced avionics, sensors, and weapons for contemporary counterinsurgency and special operations missions.
  • A. OV-10D
    The OV-10D is an upgraded version of the OV-10 Bronco light attack and observation aircraft, featuring enhanced sensors and avionics for improved night and all-weather operations.
  • B. Aero L-159 ALCA
    The Aero L-159 ALCA is a Czech-built light combat and advanced jet trainer aircraft designed for close air support, reconnaissance, and pilot training roles.
  • C. FA-50
    The FA-50 is a South Korean light combat and trainer aircraft developed from the T-50 Golden Eagle, used for both advanced pilot training and multirole combat missions.
  • D. OH-23 Raven
    The OH-23 Raven is a light observation and utility helicopter used extensively by the U.S. Army during the Korean and Vietnam Wars for reconnaissance, liaison, and medical evacuation missions.
  • E. Kamov Ka-29
    The Kamov Ka-29 is a Soviet/Russian shipborne assault and transport helicopter developed from the Ka-27, designed primarily for amphibious assault and troop support operations.
  • 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_69e0c470759c819094a215757113562b completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f031af6a488190a2dcebed43d199d4 completed April 28, 2026, 4:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a4bbb8b488190b60cd44e9ca9ebee completed May 17, 2026, 11:14 p.m.
NEDg Description generation batch_6a0a4c397fa081909a9b0f7683069bba completed May 17, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_6a0a4cc140e081908fc083dbf0ba9380 completed May 17, 2026, 11:18 p.m.
Created at: April 16, 2026, 6:51 p.m.