Triple
T14032990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AMX A-1 |
E337637
|
entity |
| Predicate | designedBy |
P184
|
FINISHED |
| Object |
AMX International
AMX International is a multinational aerospace consortium formed by Italian and Brazilian companies to develop and produce the AMX light attack aircraft.
|
E1078526
|
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: AMX International | Statement: [AMX A-1, designedBy, AMX International]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AMX International Context triple: [AMX A-1, designedBy, AMX International]
-
A.
AMX
AMX is a Dutch stock market index that tracks the performance of mid-cap companies listed on Euronext Amsterdam.
-
B.
AMX
AMX is the ICAO airline designator used to identify Aeroméxico in international aviation operations and communications.
-
C.
Traton
Traton is a commercial vehicle manufacturer and holding company that oversees brands like MAN and Scania within the Volkswagen Group.
-
D.
Marmon Group
Marmon Group is a large American industrial holding company with diversified manufacturing and service businesses, historically owned and developed by the Pritzker family.
-
E.
Systra
Systra is a global engineering and consulting firm specializing in mass transit and rail infrastructure projects.
- 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: AMX International Triple: [AMX A-1, designedBy, AMX International]
Generated description
AMX International is a multinational aerospace consortium formed by Italian and Brazilian companies to develop and produce the AMX light attack aircraft.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AMX International Target entity description: AMX International is a multinational aerospace consortium formed by Italian and Brazilian companies to develop and produce the AMX light attack aircraft.
-
A.
AMX
AMX is a Dutch stock market index that tracks the performance of mid-cap companies listed on Euronext Amsterdam.
-
B.
AMX
AMX is the ICAO airline designator used to identify Aeroméxico in international aviation operations and communications.
-
C.
Traton
Traton is a commercial vehicle manufacturer and holding company that oversees brands like MAN and Scania within the Volkswagen Group.
-
D.
Marmon Group
Marmon Group is a large American industrial holding company with diversified manufacturing and service businesses, historically owned and developed by the Pritzker family.
-
E.
Systra
Systra is a global engineering and consulting firm specializing in mass transit and rail infrastructure projects.
- 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_69d81c6543a48190bd5ba93d7419e797 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2fab17008190981f1808726fa11c |
completed | April 14, 2026, 12:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcb657ab348190ab51ec0e8caa2c4f |
completed | May 7, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69fcc6e66c588190931e0a494e7b47ba |
completed | May 7, 2026, 5:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcc7728db4819089e11981165c811c |
completed | May 7, 2026, 5:10 p.m. |
Created at: April 9, 2026, 10:20 p.m.