Triple

T4927756
Position Surface form Disambiguated ID Type / Status
Subject Giorgetto Giugiaro E110617 entity
Predicate notableWork P4 FINISHED
Object Isuzu Piazza
The Isuzu Piazza is a stylish compact sports coupe from the 1980s, best known for its sharp, futuristic design by famed Italian automotive designer Giorgetto Giugiaro.
 E480895 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: Isuzu Piazza | Statement: [Giorgetto Giugiaro, notableWork, Isuzu Piazza]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Isuzu Piazza
Context triple: [Giorgetto Giugiaro, notableWork, Isuzu Piazza]
  • A. Isuzu Panther
    The Isuzu Panther is a multi-purpose vehicle (MPV) produced by Isuzu, popular in Southeast Asia for its durability, utility, and use as a family and commercial transport.
  • B. Isuzu
    Isuzu is a Japanese automotive manufacturer best known for producing commercial vehicles, pickup trucks, and diesel engines for global markets.
  • C. Isuzu Elf
    The Isuzu Elf is a line of light-duty commercial trucks produced by Japanese manufacturer Isuzu, widely used for urban delivery and utility applications.
  • D. Suzuki Alto
    The Suzuki Alto is a long-running line of compact city cars known for their affordability, fuel efficiency, and popularity in markets worldwide.
  • E. Opel Frontera
    The Opel Frontera is a mid-size SUV produced by Opel from the early 1990s to the mid-2000s, known for its rugged, off-road-capable design and shared engineering with the Isuzu MU/Isuzu Rodeo.
  • 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: Isuzu Piazza
Triple: [Giorgetto Giugiaro, notableWork, Isuzu Piazza]
Generated description
The Isuzu Piazza is a stylish compact sports coupe from the 1980s, best known for its sharp, futuristic design by famed Italian automotive designer Giorgetto Giugiaro.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Isuzu Piazza
Target entity description: The Isuzu Piazza is a stylish compact sports coupe from the 1980s, best known for its sharp, futuristic design by famed Italian automotive designer Giorgetto Giugiaro.
  • A. Isuzu Panther
    The Isuzu Panther is a multi-purpose vehicle (MPV) produced by Isuzu, popular in Southeast Asia for its durability, utility, and use as a family and commercial transport.
  • B. Isuzu
    Isuzu is a Japanese automotive manufacturer best known for producing commercial vehicles, pickup trucks, and diesel engines for global markets.
  • C. Isuzu Elf
    The Isuzu Elf is a line of light-duty commercial trucks produced by Japanese manufacturer Isuzu, widely used for urban delivery and utility applications.
  • D. Suzuki Alto
    The Suzuki Alto is a long-running line of compact city cars known for their affordability, fuel efficiency, and popularity in markets worldwide.
  • E. Opel Frontera
    The Opel Frontera is a mid-size SUV produced by Opel from the early 1990s to the mid-2000s, known for its rugged, off-road-capable design and shared engineering with the Isuzu MU/Isuzu Rodeo.
  • 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_69bd4415190c8190817bee7ec9f9f944 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7036d8e88190bc4be2975160da23 completed March 20, 2026, 4:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69be77ac88148190a51fa2e9085d6897 completed March 21, 2026, 10:49 a.m.
NEDg Description generation batch_69be7847a378819081687ec783a8b862 completed March 21, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69be7915a26c81909b21a128daebf5b3 completed March 21, 2026, 10:55 a.m.
Created at: March 20, 2026, 1:30 p.m.