Triple
T22637737
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Innovia APM 200 |
E558727
|
entity |
| Predicate | technologyFamily |
P53181
|
FINISHED |
| Object |
Innovia APM family
Innovia APM family is a series of automated people mover systems developed by Bombardier (now Alstom) for driverless, grade-separated passenger transport in airports and urban environments.
|
E131530
|
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: Innovia APM family | Statement: [Innovia APM 200, technologyFamily, Innovia APM family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Innovia APM family Context triple: [Innovia APM 200, technologyFamily, Innovia APM family]
-
A.
Innovia APM 200
The Innovia APM 200 is a fully automated, rubber-tired people mover system used primarily for airport and urban transit applications.
-
B.
Bombardier Innovia APM 200
The Bombardier Innovia APM 200 is a fully automated, rubber-tired people mover system commonly used for airport and urban transit connections.
-
C.
Siemens Avenio
Siemens Avenio is a modern low-floor light rail vehicle platform developed by Siemens for urban tram and light rail systems worldwide.
-
D.
Siemens Inspiro
Siemens Inspiro is a modern, modular metro train platform developed by Siemens for urban rapid transit systems worldwide.
-
E.
Siemens Nexas
Siemens Nexas is a class of electric multiple unit trains used for suburban passenger services on Melbourne’s metropolitan rail network.
- 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: Innovia APM family Triple: [Innovia APM 200, technologyFamily, Innovia APM family]
Generated description
Innovia APM family is a series of automated people mover systems developed by Bombardier (now Alstom) for driverless, grade-separated passenger transport in airports and urban environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Innovia APM family Target entity description: Innovia APM family is a series of automated people mover systems developed by Bombardier (now Alstom) for driverless, grade-separated passenger transport in airports and urban environments.
-
A.
Innovia APM 200
The Innovia APM 200 is a fully automated, rubber-tired people mover system used primarily for airport and urban transit applications.
-
B.
Bombardier Innovia APM 200
chosen
The Bombardier Innovia APM 200 is a fully automated, rubber-tired people mover system commonly used for airport and urban transit connections.
-
C.
Siemens Avenio
Siemens Avenio is a modern low-floor light rail vehicle platform developed by Siemens for urban tram and light rail systems worldwide.
-
D.
Siemens Inspiro
Siemens Inspiro is a modern, modular metro train platform developed by Siemens for urban rapid transit systems worldwide.
-
E.
Siemens Nexas
Siemens Nexas is a class of electric multiple unit trains used for suburban passenger services on Melbourne’s metropolitan rail network.
- F. None of above.
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_69e24547f7fc819086e2c4ba3b979657 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f1700edb608190ad786ff7fafea0da |
completed | April 29, 2026, 2:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b585cf2388190b517312dc6172025 |
completed | May 18, 2026, 6:20 p.m. |
| NEDg | Description generation | batch_6a0b6f5d272c8190bf66fa372fb2bb7d |
completed | May 18, 2026, 7:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b706cba28819091d40e7832e61f97 |
completed | May 18, 2026, 8:02 p.m. |
Created at: April 17, 2026, 3:04 p.m.