Triple
T5819851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | K9 Vajra-T |
E129079
|
entity |
| Predicate | designedBy |
P184
|
FINISHED |
| Object |
Larsen & Toubro in collaboration with Hanwha Defense
Larsen & Toubro in collaboration with Hanwha Defense is an Indo-South Korean industrial and defense partnership that combines L&T’s engineering and manufacturing capabilities with Hanwha’s advanced artillery technology to produce modern self-propelled howitzers for the Indian military.
|
E548183
|
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: Larsen & Toubro in collaboration with Hanwha Defense | Statement: [K9 Vajra-T, designedBy, Larsen & Toubro in collaboration with Hanwha Defense]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Larsen & Toubro in collaboration with Hanwha Defense Context triple: [K9 Vajra-T, designedBy, Larsen & Toubro in collaboration with Hanwha Defense]
-
A.
Bharat Electronics Limited
Bharat Electronics Limited is an Indian state-owned aerospace and defence electronics company that designs, develops, and manufactures advanced electronic systems for the armed forces and other government agencies.
-
B.
Hanwha Aerospace
Hanwha Aerospace is a South Korean defense and aerospace company known for producing advanced military systems and components for global markets.
-
C.
Antrix Corporation
Antrix Corporation is the commercial arm of the Indian Space Research Organisation (ISRO), responsible for marketing and selling India’s space products and services globally.
-
D.
Hindustan Aeronautics Limited
Hindustan Aeronautics Limited is India’s premier state-owned aerospace and defence company, known for designing, manufacturing, and maintaining aircraft and related systems for the Indian armed forces.
-
E.
Korea Aerospace Industries
Korea Aerospace Industries is South Korea’s leading aerospace and defense company, known for developing and producing military aircraft, helicopters, and space systems.
- 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: Larsen & Toubro in collaboration with Hanwha Defense Triple: [K9 Vajra-T, designedBy, Larsen & Toubro in collaboration with Hanwha Defense]
Generated description
Larsen & Toubro in collaboration with Hanwha Defense is an Indo-South Korean industrial and defense partnership that combines L&T’s engineering and manufacturing capabilities with Hanwha’s advanced artillery technology to produce modern self-propelled howitzers for the Indian military.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Larsen & Toubro in collaboration with Hanwha Defense Target entity description: Larsen & Toubro in collaboration with Hanwha Defense is an Indo-South Korean industrial and defense partnership that combines L&T’s engineering and manufacturing capabilities with Hanwha’s advanced artillery technology to produce modern self-propelled howitzers for the Indian military.
-
A.
Bharat Electronics Limited
Bharat Electronics Limited is an Indian state-owned aerospace and defence electronics company that designs, develops, and manufactures advanced electronic systems for the armed forces and other government agencies.
-
B.
Hanwha Aerospace
Hanwha Aerospace is a South Korean defense and aerospace company known for producing advanced military systems and components for global markets.
-
C.
Antrix Corporation
Antrix Corporation is the commercial arm of the Indian Space Research Organisation (ISRO), responsible for marketing and selling India’s space products and services globally.
-
D.
Hindustan Aeronautics Limited
Hindustan Aeronautics Limited is India’s premier state-owned aerospace and defence company, known for designing, manufacturing, and maintaining aircraft and related systems for the Indian armed forces.
-
E.
Korea Aerospace Industries
Korea Aerospace Industries is South Korea’s leading aerospace and defense company, known for developing and producing military aircraft, helicopters, and space systems.
- 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_69c0084869e881908d7859492183ca7b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c033e598f48190abd859c5a2ba08dd |
completed | March 22, 2026, 6:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0985399488190bcab9702e3b88539 |
completed | March 23, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69c0990d00e88190b9f2b34a8cedda3a |
completed | March 23, 2026, 1:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c099770ca88190a91815ec055f6df8 |
completed | March 23, 2026, 1:37 a.m. |
Created at: March 22, 2026, 3:53 p.m.