Triple
T16996257
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BharatBenz |
E412321
|
entity |
| Predicate | competitor |
P1375
|
FINISHED |
| Object |
Mahindra Truck and Bus
Mahindra Truck and Bus is an Indian commercial vehicle manufacturer under the Mahindra Group, producing a range of trucks and buses for domestic and export markets.
|
E1250379
|
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: Mahindra Truck and Bus | Statement: [BharatBenz, competitor, Mahindra Truck and Bus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mahindra Truck and Bus Context triple: [BharatBenz, competitor, Mahindra Truck and Bus]
-
A.
Tata Motors
Tata Motors is a major Indian multinational automotive manufacturer known for producing a wide range of passenger and commercial vehicles and for owning the luxury car brand Jaguar Land Rover.
-
B.
Mahindra Tractors
Mahindra Tractors is a leading Indian agricultural machinery manufacturer and one of the world’s largest tractor producers, known for its durable and affordable farm equipment.
-
C.
Tata Industries Limited
Tata Industries Limited is a key investment and holding company of the Tata Group, focused on promoting and incubating new business ventures and technologies within the conglomerate.
-
D.
Tata Advanced Systems
Tata Advanced Systems is an Indian aerospace and defense manufacturing company specializing in high-technology solutions and strategic partnerships for military and civilian applications.
-
E.
VE Commercial Vehicles (Eicher)
VE Commercial Vehicles (Eicher) is an Indian joint venture between the Volvo Group and Eicher Motors that manufactures and markets commercial vehicles such as trucks and buses.
- 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: Mahindra Truck and Bus Triple: [BharatBenz, competitor, Mahindra Truck and Bus]
Generated description
Mahindra Truck and Bus is an Indian commercial vehicle manufacturer under the Mahindra Group, producing a range of trucks and buses for domestic and export markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mahindra Truck and Bus Target entity description: Mahindra Truck and Bus is an Indian commercial vehicle manufacturer under the Mahindra Group, producing a range of trucks and buses for domestic and export markets.
-
A.
Tata Motors
Tata Motors is a major Indian multinational automotive manufacturer known for producing a wide range of passenger and commercial vehicles and for owning the luxury car brand Jaguar Land Rover.
-
B.
Mahindra Tractors
Mahindra Tractors is a leading Indian agricultural machinery manufacturer and one of the world’s largest tractor producers, known for its durable and affordable farm equipment.
-
C.
Tata Industries Limited
Tata Industries Limited is a key investment and holding company of the Tata Group, focused on promoting and incubating new business ventures and technologies within the conglomerate.
-
D.
Tata Advanced Systems
Tata Advanced Systems is an Indian aerospace and defense manufacturing company specializing in high-technology solutions and strategic partnerships for military and civilian applications.
-
E.
VE Commercial Vehicles (Eicher)
VE Commercial Vehicles (Eicher) is an Indian joint venture between the Volvo Group and Eicher Motors that manufactures and markets commercial vehicles such as trucks and buses.
- 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_69d886cb581c8190ab05f4b429c9cd85 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d2879af081909665f9f838bcfbe7 |
completed | April 18, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0139ed3c5c8190b9d3662378ead04c |
completed | May 11, 2026, 2:07 a.m. |
| NEDg | Description generation | batch_6a013ae388548190b09d2c81e1ab0d02 |
completed | May 11, 2026, 2:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a013b4df74c81908b3b99e276531e13 |
completed | May 11, 2026, 2:13 a.m. |
Created at: April 10, 2026, 5:32 a.m.