Triple
T34255234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transmashholding |
E878859
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Oktyabrsky Electric Railway Car Repair Plant
Oktyabrsky Electric Railway Car Repair Plant is a Russian industrial enterprise specializing in the maintenance and overhaul of electric railway rolling stock as part of the Transmashholding group.
|
E2088425
|
NE FINISHED |
How this triple was built (2 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: Oktyabrsky Electric Railway Car Repair Plant | Statement: [Transmashholding, hasSubsidiary, Oktyabrsky Electric Railway Car Repair Plant]
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: Oktyabrsky Electric Railway Car Repair Plant Triple: [Transmashholding, hasSubsidiary, Oktyabrsky Electric Railway Car Repair Plant]
Generated description
Oktyabrsky Electric Railway Car Repair Plant is a Russian industrial enterprise specializing in the maintenance and overhaul of electric railway rolling stock as part of the Transmashholding group.
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_69f349b421cc8190b4b4655e1d612548 |
completed | April 30, 2026, 12:23 p.m. |
| NER | Named-entity recognition | batch_69f712a4ea8c8190b3f24c6fb5ede17f |
completed | May 3, 2026, 9:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a36d5f63590819094cfa35b0f041e92 |
completed | June 20, 2026, 6:03 p.m. |
| NEDg | Description generation | batch_6a36d67057948190a84e145cfb4a21da |
completed | June 20, 2026, 6:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a36d6dc9d50819086675a90c00b5889 |
completed | June 20, 2026, 6:07 p.m. |
Created at: May 1, 2026, 1:56 a.m.