Triple

T14560492
Position Surface form Disambiguated ID Type / Status
Subject Royal Moroccan Air Force E341651 entity
Predicate usesAircraft P1524 FINISHED
Object Harfang UAV
The Harfang UAV is a French-developed medium-altitude, long-endurance unmanned aerial vehicle designed primarily for intelligence, surveillance, and reconnaissance missions.
 E1106646 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: Harfang UAV | Statement: [Royal Moroccan Air Force, usesAircraft, Harfang UAV]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Harfang UAV
Context triple: [Royal Moroccan Air Force, usesAircraft, Harfang UAV]
  • A. Heron UAV
    The Heron UAV is a medium-altitude long-endurance unmanned aerial vehicle developed by Israel Aerospace Industries, widely used for intelligence, surveillance, and reconnaissance missions.
  • B. ANKA UAV
    ANKA UAV is a Turkish-made medium-altitude long-endurance unmanned aerial vehicle designed primarily for intelligence, surveillance, and reconnaissance missions.
  • C. Bayraktar TB2
    The Bayraktar TB2 is a Turkish-made medium-altitude, long-endurance unmanned combat aerial vehicle widely used for reconnaissance and precision strike missions in modern conflicts.
  • D. RQ-7 Shadow
    The RQ-7 Shadow is a tactical unmanned aerial vehicle used by the U.S. Army for battlefield reconnaissance, surveillance, and target acquisition.
  • E. General Atomics MQ-9 Reaper
    The General Atomics MQ-9 Reaper is a U.S.-designed, remotely piloted combat drone primarily used for long-endurance intelligence, surveillance, reconnaissance, and precision strike missions.
  • 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: Harfang UAV
Triple: [Royal Moroccan Air Force, usesAircraft, Harfang UAV]
Generated description
The Harfang UAV is a French-developed medium-altitude, long-endurance unmanned aerial vehicle designed primarily for intelligence, surveillance, and reconnaissance missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Harfang UAV
Target entity description: The Harfang UAV is a French-developed medium-altitude, long-endurance unmanned aerial vehicle designed primarily for intelligence, surveillance, and reconnaissance missions.
  • A. Heron UAV
    The Heron UAV is a medium-altitude long-endurance unmanned aerial vehicle developed by Israel Aerospace Industries, widely used for intelligence, surveillance, and reconnaissance missions.
  • B. ANKA UAV
    ANKA UAV is a Turkish-made medium-altitude long-endurance unmanned aerial vehicle designed primarily for intelligence, surveillance, and reconnaissance missions.
  • C. Bayraktar TB2
    The Bayraktar TB2 is a Turkish-made medium-altitude, long-endurance unmanned combat aerial vehicle widely used for reconnaissance and precision strike missions in modern conflicts.
  • D. RQ-7 Shadow
    The RQ-7 Shadow is a tactical unmanned aerial vehicle used by the U.S. Army for battlefield reconnaissance, surveillance, and target acquisition.
  • E. General Atomics MQ-9 Reaper
    The General Atomics MQ-9 Reaper is a U.S.-designed, remotely piloted combat drone primarily used for long-endurance intelligence, surveillance, reconnaissance, and precision strike missions.
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb389d0f48190a1d9d69456d1cbe1 completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ac294748190a4bfeed8c5fd9e94 completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8c3678048190a23b509e963c1ade completed May 8, 2026, 7:09 a.m.
NED2 Entity disambiguation (via description) batch_69fd8d609684819090a9c3f2304f4a6a completed May 8, 2026, 7:14 a.m.
Created at: April 10, 2026, 1:23 a.m.