Triple
T5994733
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tecnam P2006T |
E133438
|
entity |
| Predicate | certificationStandard |
P13210
|
FINISHED |
| Object |
FAA Part 23
FAA Part 23 is a set of U.S. Federal Aviation Administration airworthiness standards that governs the design and certification of small airplanes.
|
E563773
|
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: FAA Part 23 | Statement: [Tecnam P2006T, certificationStandard, FAA Part 23]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FAA Part 23 Context triple: [Tecnam P2006T, certificationStandard, FAA Part 23]
-
A.
EASA CS‑23
EASA CS‑23 is a European Aviation Safety Agency certification standard that sets airworthiness and safety requirements for small civil aeroplanes in the normal, utility, aerobatic, and commuter categories.
-
B.
14 CFR Part 129
14 CFR Part 129 is a section of the U.S. aviation regulations that sets operating requirements for foreign air carriers and foreign operators conducting flights to and from the United States.
-
C.
14 CFR Part 141
14 CFR Part 141 is a section of U.S. aviation regulations that sets standards and requirements for FAA-approved pilot schools and their training programs.
-
D.
14 CFR Part 67
14 CFR Part 67 is the section of U.S. aviation regulations that sets the medical standards and certification requirements for pilots and airmen.
-
E.
Pilot’s Handbook of Aeronautical Knowledge
The Pilot’s Handbook of Aeronautical Knowledge is an official FAA publication that provides foundational theory and essential background information for student and certificated pilots on topics such as aerodynamics, weather, navigation, and aircraft systems.
- 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: FAA Part 23 Triple: [Tecnam P2006T, certificationStandard, FAA Part 23]
Generated description
FAA Part 23 is a set of U.S. Federal Aviation Administration airworthiness standards that governs the design and certification of small airplanes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FAA Part 23 Target entity description: FAA Part 23 is a set of U.S. Federal Aviation Administration airworthiness standards that governs the design and certification of small airplanes.
-
A.
EASA CS‑23
EASA CS‑23 is a European Aviation Safety Agency certification standard that sets airworthiness and safety requirements for small civil aeroplanes in the normal, utility, aerobatic, and commuter categories.
-
B.
14 CFR Part 129
14 CFR Part 129 is a section of the U.S. aviation regulations that sets operating requirements for foreign air carriers and foreign operators conducting flights to and from the United States.
-
C.
14 CFR Part 141
14 CFR Part 141 is a section of U.S. aviation regulations that sets standards and requirements for FAA-approved pilot schools and their training programs.
-
D.
14 CFR Part 67
14 CFR Part 67 is the section of U.S. aviation regulations that sets the medical standards and certification requirements for pilots and airmen.
-
E.
Pilot’s Handbook of Aeronautical Knowledge
The Pilot’s Handbook of Aeronautical Knowledge is an official FAA publication that provides foundational theory and essential background information for student and certificated pilots on topics such as aerodynamics, weather, navigation, and aircraft systems.
- 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_69c00870ddbc81909880fa3864f4f38d |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c04e92e1448190bbf961a8243082ee |
completed | March 22, 2026, 8:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1136125808190a363a00a60d8675a |
completed | March 23, 2026, 10:18 a.m. |
| NEDg | Description generation | batch_69c1140e93bc8190960fef80dca1067f |
completed | March 23, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c114df56f88190ab69892d24ddd13c |
completed | March 23, 2026, 10:24 a.m. |
Created at: March 22, 2026, 4:05 p.m.