Triple

T12266478
Position Surface form Disambiguated ID Type / Status
Subject Israeli Ground Forces E292359 entity
Predicate usesEquipment P2728 FINISHED
Object Namer armored personnel carrier
The Namer armored personnel carrier is a heavily armored Israeli infantry fighting vehicle based on the Merkava tank chassis, designed to provide exceptional protection and mobility for troops in high-threat combat environments.
E973442 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: Namer armored personnel carrier | Statement: [Israeli Ground Forces, usesEquipment, Namer armored personnel carrier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Namer armored personnel carrier
Context triple: [Israeli Ground Forces, usesEquipment, Namer armored personnel carrier]
  • A. Mamba armoured personnel carrier
    The Mamba armoured personnel carrier is a South African-designed mine-resistant, lightly armoured vehicle widely used for troop transport and peacekeeping operations.
  • B. Ares armoured personnel carrier
    The Ares armoured personnel carrier is a British tracked military vehicle designed to transport infantry safely on the battlefield as part of the Ajax family of armoured fighting vehicles.
  • C. Leonidas armored personnel carrier
    The Leonidas armored personnel carrier is a Greek-designed and -produced tracked military vehicle used to transport infantry troops and provide battlefield support.
  • D. K200 armored personnel carrier
    The K200 armored personnel carrier is a South Korean–designed tracked infantry fighting vehicle used to transport and support troops on the battlefield.
  • E. FV432 armoured personnel carrier
    The FV432 armoured personnel carrier is a British tracked military vehicle widely used by the British Army for transporting infantry under armour from the 1960s onward.
  • 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: Namer armored personnel carrier
Triple: [Israeli Ground Forces, usesEquipment, Namer armored personnel carrier]
Generated description
The Namer armored personnel carrier is a heavily armored Israeli infantry fighting vehicle based on the Merkava tank chassis, designed to provide exceptional protection and mobility for troops in high-threat combat environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Namer armored personnel carrier
Target entity description: The Namer armored personnel carrier is a heavily armored Israeli infantry fighting vehicle based on the Merkava tank chassis, designed to provide exceptional protection and mobility for troops in high-threat combat environments.
  • A. Mamba armoured personnel carrier
    The Mamba armoured personnel carrier is a South African-designed mine-resistant, lightly armoured vehicle widely used for troop transport and peacekeeping operations.
  • B. Ares armoured personnel carrier
    The Ares armoured personnel carrier is a British tracked military vehicle designed to transport infantry safely on the battlefield as part of the Ajax family of armoured fighting vehicles.
  • C. Leonidas armored personnel carrier
    The Leonidas armored personnel carrier is a Greek-designed and -produced tracked military vehicle used to transport infantry troops and provide battlefield support.
  • D. K200 armored personnel carrier
    The K200 armored personnel carrier is a South Korean–designed tracked infantry fighting vehicle used to transport and support troops on the battlefield.
  • E. FV432 armoured personnel carrier
    The FV432 armoured personnel carrier is a British tracked military vehicle widely used by the British Army for transporting infantry under armour from the 1960s onward.
  • 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_69f61e6799088190a5644267733ca2e5 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5bc1fc8190af9d74acc307ebe1 completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62045b20c819083c755fbe99a9a7f completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:52 p.m.