Triple
T11750312
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macedonian Air Force |
E279386
|
entity |
| Predicate | usesAircraft |
P1524
|
FINISHED |
| Object |
Zlin Z-143
The Zlin Z-143 is a Czech-built light aircraft commonly used for training, touring, and utility roles by both civilian operators and smaller air forces.
|
E945332
|
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: Zlin Z-143 | Statement: [Macedonian Air Force, usesAircraft, Zlin Z-143]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zlin Z-143 Context triple: [Macedonian Air Force, usesAircraft, Zlin Z-143]
-
A.
Zlin Z-242L
The Zlin Z-242L is a Czech-built, two-seat, single-engine trainer and aerobatic aircraft widely used for basic flight training and light utility roles.
-
B.
Aero L-39 Albatros
The Aero L-39 Albatros is a Czechoslovak-designed jet trainer and light attack aircraft widely used around the world for military pilot training and aerobatic display teams.
-
C.
PZL-110 Koliberek
The PZL-110 Koliberek is a Polish light training and utility aircraft developed in the 1970s by PZL Warszawa-Okęcie.
-
D.
Potez
Potez was a French aircraft manufacturer known for producing military and civil airplanes, particularly in the interwar period and during World War II.
-
E.
Bolkow Bo‑105
The Bölkow Bo‑105 is a light, twin-engine multi-purpose helicopter renowned for its advanced hingeless rotor system and exceptional agility, widely used in military, rescue, and civilian roles.
- 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: Zlin Z-143 Triple: [Macedonian Air Force, usesAircraft, Zlin Z-143]
Generated description
The Zlin Z-143 is a Czech-built light aircraft commonly used for training, touring, and utility roles by both civilian operators and smaller air forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zlin Z-143 Target entity description: The Zlin Z-143 is a Czech-built light aircraft commonly used for training, touring, and utility roles by both civilian operators and smaller air forces.
-
A.
Zlin Z-242L
The Zlin Z-242L is a Czech-built, two-seat, single-engine trainer and aerobatic aircraft widely used for basic flight training and light utility roles.
-
B.
Aero L-39 Albatros
The Aero L-39 Albatros is a Czechoslovak-designed jet trainer and light attack aircraft widely used around the world for military pilot training and aerobatic display teams.
-
C.
PZL-110 Koliberek
The PZL-110 Koliberek is a Polish light training and utility aircraft developed in the 1970s by PZL Warszawa-Okęcie.
-
D.
Potez
Potez was a French aircraft manufacturer known for producing military and civil airplanes, particularly in the interwar period and during World War II.
-
E.
Bolkow Bo‑105
The Bölkow Bo‑105 is a light, twin-engine multi-purpose helicopter renowned for its advanced hingeless rotor system and exceptional agility, widely used in military, rescue, and civilian roles.
- 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_69f0902f8c448190a71512353788ef09 |
completed | April 28, 2026, 10:47 a.m. |
| NEDg | Description generation | batch_69f0bd36673881908530b68e496c3d2e |
completed | April 28, 2026, 1:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f0eec1f5d081908624fe2a93995fe5 |
completed | April 28, 2026, 5:30 p.m. |
Created at: April 8, 2026, 9:41 p.m.