Triple

T11750329
Position Surface form Disambiguated ID Type / Status
Subject Macedonian Air Force E279386 entity
Predicate hasUnit P35 FINISHED
Object Reconnaissance and Training Squadron
The Reconnaissance and Training Squadron is a unit of the Macedonian Air Force responsible for aerial reconnaissance missions and the training of aircrew.
 E944881 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: Reconnaissance and Training Squadron | Statement: [Macedonian Air Force, hasUnit, Reconnaissance and Training Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Reconnaissance and Training Squadron
Context triple: [Macedonian Air Force, hasUnit, Reconnaissance and Training Squadron]
  • A. Airborne Early Warning and Control Training Squadron
    The Airborne Early Warning and Control Training Squadron is a Japan Air Self-Defense Force unit responsible for training crews in the operation of airborne early warning and control aircraft and systems.
  • B. Marine Tactical Air Command Squadron
    A Marine Tactical Air Command Squadron is a United States Marine Corps aviation command and control unit responsible for coordinating, directing, and managing air operations in support of Marine Air-Ground Task Forces.
  • C. No. 5 Training Squadron AFC
    No. 5 Training Squadron AFC was a World War I-era Australian Flying Corps unit responsible for training aircrew for operational service.
  • D. No. 7 Training Squadron AFC
    No. 7 Training Squadron AFC was a World War I-era Australian Flying Corps unit responsible for training aircrew for operational service.
  • E. Marine Wing Headquarters Squadron
    Marine Wing Headquarters Squadron is a United States Marine Corps aviation support unit responsible for providing command, control, and administrative support to a Marine Aircraft Wing.
  • 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: Reconnaissance and Training Squadron
Triple: [Macedonian Air Force, hasUnit, Reconnaissance and Training Squadron]
Generated description
The Reconnaissance and Training Squadron is a unit of the Macedonian Air Force responsible for aerial reconnaissance missions and the training of aircrew.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Reconnaissance and Training Squadron
Target entity description: The Reconnaissance and Training Squadron is a unit of the Macedonian Air Force responsible for aerial reconnaissance missions and the training of aircrew.
  • A. Airborne Early Warning and Control Training Squadron
    The Airborne Early Warning and Control Training Squadron is a Japan Air Self-Defense Force unit responsible for training crews in the operation of airborne early warning and control aircraft and systems.
  • B. Marine Tactical Air Command Squadron
    A Marine Tactical Air Command Squadron is a United States Marine Corps aviation command and control unit responsible for coordinating, directing, and managing air operations in support of Marine Air-Ground Task Forces.
  • C. No. 5 Training Squadron AFC
    No. 5 Training Squadron AFC was a World War I-era Australian Flying Corps unit responsible for training aircrew for operational service.
  • D. No. 7 Training Squadron AFC
    No. 7 Training Squadron AFC was a World War I-era Australian Flying Corps unit responsible for training aircrew for operational service.
  • E. Marine Wing Headquarters Squadron
    Marine Wing Headquarters Squadron is a United States Marine Corps aviation support unit responsible for providing command, control, and administrative support to a Marine Aircraft Wing.
  • 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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a508b0c4819082fbcc27d559ea2f completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f01a13550081909a26f57b30d68e03 completed April 28, 2026, 2:23 a.m.
NEDg Description generation batch_69f0319622c48190bee6c906f08c0a8c completed April 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69f05ad36e4c8190b7239e5b33713369 completed April 28, 2026, 6:59 a.m.
Created at: April 8, 2026, 9:41 p.m.