Triple
T6399455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Defence Research and Development Organisation |
E144024
|
entity |
| Predicate | notableProject |
P4
|
FINISHED |
| Object |
INSAS family of small arms (with other Indian agencies)
The INSAS family of small arms is a series of Indian-designed infantry weapons, including rifles and light machine guns, developed to equip the Indian Armed Forces with an indigenous standard-issue firearm system.
|
E591083
|
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: INSAS family of small arms (with other Indian agencies) | Statement: [Defence Research and Development Organisation, notableProject, INSAS family of small arms (with other Indian agencies)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: INSAS family of small arms (with other Indian agencies) Context triple: [Defence Research and Development Organisation, notableProject, INSAS family of small arms (with other Indian agencies)]
-
A.
Kalashnikov rifle family
The Kalashnikov rifle family is a widely used series of Soviet-designed, gas-operated assault rifles known for their durability, simplicity, and global proliferation in both military and insurgent forces.
-
B.
FAMAS assault rifle
The FAMAS assault rifle is a distinctive French bullpup 5.56×45mm NATO service rifle known for its high rate of fire and long use as the standard infantry weapon of France.
-
C.
AR-15 pattern rifles
AR-15 pattern rifles are a family of lightweight, magazine-fed, semi-automatic firearms widely used for civilian sport shooting, hunting, and law enforcement, derived from the original ArmaLite and Colt AR-15 designs.
-
D.
Armas
Armas is a Finnish given name, notably used as one of the names of the renowned Finnish poet Eino Leino.
-
E.
Shaheen missile series
The Shaheen missile series is a family of Pakistani solid-fueled, road-mobile ballistic missiles developed to provide the country with credible medium- to long-range nuclear-capable strike capability.
- 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: INSAS family of small arms (with other Indian agencies) Triple: [Defence Research and Development Organisation, notableProject, INSAS family of small arms (with other Indian agencies)]
Generated description
The INSAS family of small arms is a series of Indian-designed infantry weapons, including rifles and light machine guns, developed to equip the Indian Armed Forces with an indigenous standard-issue firearm system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: INSAS family of small arms (with other Indian agencies) Target entity description: The INSAS family of small arms is a series of Indian-designed infantry weapons, including rifles and light machine guns, developed to equip the Indian Armed Forces with an indigenous standard-issue firearm system.
-
A.
Kalashnikov rifle family
The Kalashnikov rifle family is a widely used series of Soviet-designed, gas-operated assault rifles known for their durability, simplicity, and global proliferation in both military and insurgent forces.
-
B.
FAMAS assault rifle
The FAMAS assault rifle is a distinctive French bullpup 5.56×45mm NATO service rifle known for its high rate of fire and long use as the standard infantry weapon of France.
-
C.
AR-15 pattern rifles
AR-15 pattern rifles are a family of lightweight, magazine-fed, semi-automatic firearms widely used for civilian sport shooting, hunting, and law enforcement, derived from the original ArmaLite and Colt AR-15 designs.
-
D.
Armas
Armas is a Finnish given name, notably used as one of the names of the renowned Finnish poet Eino Leino.
-
E.
Shaheen missile series
The Shaheen missile series is a family of Pakistani solid-fueled, road-mobile ballistic missiles developed to provide the country with credible medium- to long-range nuclear-capable strike capability.
- 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_69c008dc56fc81908d43ffcc11d73bdd |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c068994354819086cd51b661137f5a |
completed | March 22, 2026, 10:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6389fe9608190adc68f3ad5b0471a |
completed | March 27, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c63a17cf44819099401c8f95af7061 |
completed | March 27, 2026, 8:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63a79df9c819088b222a73e763e82 |
completed | March 27, 2026, 8:06 a.m. |
Created at: March 22, 2026, 4:35 p.m.