Triple

T10560494
Position Surface form Disambiguated ID Type / Status
Subject Arquus E249204 entity
Predicate ownsBrand P1500 FINISHED
Object Panhard Defense
Panhard Defense is a French manufacturer specializing in light armored and tactical military vehicles.
E746516 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: Panhard Defense | Statement: [Arquus, ownsBrand, Panhard Defense]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Panhard Defense
Context triple: [Arquus, ownsBrand, Panhard Defense]
  • A. Humvee
    The Humvee is a rugged, high-mobility military vehicle used extensively by the U.S. armed forces and known for inspiring the civilian Hummer line.
  • B. Casspir mine‑resistant vehicle
    The Casspir mine‑resistant vehicle is a South African–designed armored personnel carrier renowned for its V‑shaped hull that protects occupants from land mines and improvised explosive devices.
  • C. ARAVIS armored vehicle
    The ARAVIS armored vehicle is a French-made, highly protected 4x4 mine-resistant and ambush-protected (MRAP) vehicle designed for troop transport and reconnaissance in high-threat environments.
  • D. Patria 6x6
    Patria 6x6 is a modern Finnish 6×6 wheeled armored personnel carrier designed for high mobility, modularity, and troop transport in demanding military operations.
  • E. Oshkosh Racey
    Oshkosh Racey is a celebrated American racing greyhound renowned for his exceptional track performance and status as one of the sport’s notable champions.
  • 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: Panhard Defense
Triple: [Arquus, ownsBrand, Panhard Defense]
Generated description
Panhard Defense is a French manufacturer specializing in light armored and tactical military vehicles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Panhard Defense
Target entity description: Panhard Defense is a French manufacturer specializing in light armored and tactical military vehicles.
  • A. Humvee
    The Humvee is a rugged, high-mobility military vehicle used extensively by the U.S. armed forces and known for inspiring the civilian Hummer line.
  • B. Casspir mine‑resistant vehicle
    The Casspir mine‑resistant vehicle is a South African–designed armored personnel carrier renowned for its V‑shaped hull that protects occupants from land mines and improvised explosive devices.
  • C. ARAVIS armored vehicle chosen
    The ARAVIS armored vehicle is a French-made, highly protected 4x4 mine-resistant and ambush-protected (MRAP) vehicle designed for troop transport and reconnaissance in high-threat environments.
  • D. Patria 6x6
    Patria 6x6 is a modern Finnish 6×6 wheeled armored personnel carrier designed for high mobility, modularity, and troop transport in demanding military operations.
  • E. Oshkosh Racey
    Oshkosh Racey is a celebrated American racing greyhound renowned for his exceptional track performance and status as one of the sport’s notable champions.
  • F. None of above.

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_69d381c8bd708190acf3d275c908251e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d5271f3c6c819080b49fbe3aa09e09 completed April 7, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d93486c7288190a2ccb822fc968919 completed April 10, 2026, 5:33 p.m.
NEDg Description generation batch_69d938c979788190b11b02748ed44153 completed April 10, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69d9398b63f08190910dd838ad11de6e completed April 10, 2026, 5:55 p.m.
Created at: April 6, 2026, 12:35 p.m.