Triple

T12266483
Position Surface form Disambiguated ID Type / Status
Subject Israeli Ground Forces E292359 entity
Predicate usesEquipment P2728 FINISHED
Object Negev light machine gun
The Negev light machine gun is an Israeli-designed 5.56×45mm squad automatic weapon known for its reliability, versatility, and use by various military and security forces.
E978429 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: Negev light machine gun | Statement: [Israeli Ground Forces, usesEquipment, Negev light machine gun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Negev light machine gun
Context triple: [Israeli Ground Forces, usesEquipment, Negev light machine gun]
  • A. Tavor assault rifle
    The Tavor assault rifle is a modern Israeli bullpup firearm designed for reliability and compactness in infantry combat.
  • B. MG4 light machine gun
    The MG4 light machine gun is a modern 5.56×45mm NATO belt-fed squad automatic weapon developed by German arms manufacturer Heckler & Koch for reliable, sustained infantry fire.
  • C. RPK light machine gun
    The RPK light machine gun is a Soviet-designed, Kalashnikov-pattern squad automatic weapon developed as a durable, magazine-fed support firearm for infantry units.
  • D. K3 light machine gun
    The K3 light machine gun is a South Korean 5.56×45mm NATO squad automatic weapon, similar in role to the FN Minimi, used as a standard support weapon by the Republic of Korea Army and other forces.
  • E. Har Tavor
    Har Tavor is the Hebrew name for Mount Tabor, a prominent hill in northern Israel traditionally identified as the site of the Transfiguration of Jesus and an important landmark in biblical history.
  • 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: Negev light machine gun
Triple: [Israeli Ground Forces, usesEquipment, Negev light machine gun]
Generated description
The Negev light machine gun is an Israeli-designed 5.56×45mm squad automatic weapon known for its reliability, versatility, and use by various military and security forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Negev light machine gun
Target entity description: The Negev light machine gun is an Israeli-designed 5.56×45mm squad automatic weapon known for its reliability, versatility, and use by various military and security forces.
  • A. Tavor assault rifle
    The Tavor assault rifle is a modern Israeli bullpup firearm designed for reliability and compactness in infantry combat.
  • B. MG4 light machine gun
    The MG4 light machine gun is a modern 5.56×45mm NATO belt-fed squad automatic weapon developed by German arms manufacturer Heckler & Koch for reliable, sustained infantry fire.
  • C. RPK light machine gun
    The RPK light machine gun is a Soviet-designed, Kalashnikov-pattern squad automatic weapon developed as a durable, magazine-fed support firearm for infantry units.
  • D. K3 light machine gun
    The K3 light machine gun is a South Korean 5.56×45mm NATO squad automatic weapon, similar in role to the FN Minimi, used as a standard support weapon by the Republic of Korea Army and other forces.
  • E. Har Tavor
    Har Tavor is the Hebrew name for Mount Tabor, a prominent hill in northern Israel traditionally identified as the site of the Transfiguration of Jesus and an important landmark in biblical history.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cdd7b3c8190afd237cd9b633d4d completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62a93dd948190aeb24c7c50e2f323 completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c54e6b08190bdae0ec35cc1c48d completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d13237881908b7c2dca173e20cf completed May 2, 2026, 4:57 p.m.
Created at: April 8, 2026, 9:52 p.m.