Triple
T4085100
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | R68 subway car |
E87570
|
entity |
| Predicate | manufacturer |
P490
|
FINISHED |
| Object |
ANF Industrie
ANF Industrie is a French rolling stock manufacturer known for producing railway and metro vehicles, including subway cars such as the R68 for the New York City Subway.
|
E410189
|
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: ANF Industrie | Statement: [R68 subway car, manufacturer, ANF Industrie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ANF Industrie Context triple: [R68 subway car, manufacturer, ANF Industrie]
-
A.
Aunus Group
The Aunus Group was a Finnish military formation that operated on the eastern front during World War II, particularly in the region of East Karelia.
-
B.
ANA Group
ANA Group is a major Japanese aviation conglomerate centered around All Nippon Airways, operating passenger and cargo airlines as well as related aviation services.
-
C.
Aral AG
Aral AG is a major German brand of fuel stations and petroleum products, widely recognized for its network of service stations across Germany.
-
D.
Branobel
Branobel was a major late-19th-century oil company based in the Russian Empire, founded by members of the Nobel family and influential in the early global petroleum industry.
-
E.
Antici Group
Antici Group is an informal preparatory body within the Council of the European Union that coordinates and streamlines the work of EU ambassadors in the Committee of Permanent Representatives (COREPER II).
- 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: ANF Industrie Triple: [R68 subway car, manufacturer, ANF Industrie]
Generated description
ANF Industrie is a French rolling stock manufacturer known for producing railway and metro vehicles, including subway cars such as the R68 for the New York City Subway.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ANF Industrie Target entity description: ANF Industrie is a French rolling stock manufacturer known for producing railway and metro vehicles, including subway cars such as the R68 for the New York City Subway.
-
A.
Aunus Group
The Aunus Group was a Finnish military formation that operated on the eastern front during World War II, particularly in the region of East Karelia.
-
B.
ANA Group
ANA Group is a major Japanese aviation conglomerate centered around All Nippon Airways, operating passenger and cargo airlines as well as related aviation services.
-
C.
Aral AG
Aral AG is a major German brand of fuel stations and petroleum products, widely recognized for its network of service stations across Germany.
-
D.
Branobel
Branobel was a major late-19th-century oil company based in the Russian Empire, founded by members of the Nobel family and influential in the early global petroleum industry.
-
E.
Antici Group
Antici Group is an informal preparatory body within the Council of the European Union that coordinates and streamlines the work of EU ambassadors in the Committee of Permanent Representatives (COREPER II).
- 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_69aed9435cf48190ad1da737c962d19d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefc7b7cc4819089cfbf2b1c23ccc5 |
completed | March 9, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b562c9760c8190a9292eb1cea55ab2 |
completed | March 14, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b563b6b9a48190a7b271fd6873e59f |
completed | March 14, 2026, 1:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5641e09d08190bf83c9a730e1bf34 |
completed | March 14, 2026, 1:35 p.m. |
Created at: March 9, 2026, 3:39 p.m.