Triple

T3047766
Position Surface form Disambiguated ID Type / Status
Subject Toyota Corolla E83490 entity
Predicate predecessor P97 FINISHED
Object Toyota Publica (in some markets/roles)
The Toyota Publica was a small, economical compact car produced by Toyota in the 1960s and early 1970s, aimed at providing affordable transportation in line with Japan’s national car concept.
 E323018 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: Toyota Publica (in some markets/roles) | Statement: [Toyota Corolla, predecessor, Toyota Publica (in some markets/roles)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toyota Publica (in some markets/roles)
Context triple: [Toyota Corolla, predecessor, Toyota Publica (in some markets/roles)]
  • A. Toyota K platform (earlier generations)
    The Toyota K platform (earlier generations) is a mid-size unibody vehicle architecture used by Toyota for various front-wheel-drive and all-wheel-drive cars and crossovers, including early versions of the Highlander.
  • B. Japan (as Toyota Kluger in earlier years)
    Japan is the East Asian country where Toyota marketed the Highlander under the name Toyota Kluger in its earlier years.
  • C. Toyota Auris
    The Toyota Auris is a compact hatchback car produced by Toyota, known for its practicality, reliability, and availability with efficient petrol, diesel, and hybrid powertrains.
  • D. Toyota War
    The Toyota War was the 1987 final phase of the Chadian–Libyan conflict, marked by highly mobile Chadian forces using Toyota pickup trucks to decisively defeat Libyan troops.
  • E. Toyota Corolla
    The Toyota Corolla is a compact car renowned worldwide for its reliability, fuel efficiency, and status as one of the best-selling automobiles in 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: Toyota Publica (in some markets/roles)
Triple: [Toyota Corolla, predecessor, Toyota Publica (in some markets/roles)]
Generated description
The Toyota Publica was a small, economical compact car produced by Toyota in the 1960s and early 1970s, aimed at providing affordable transportation in line with Japan’s national car concept.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toyota Publica (in some markets/roles)
Target entity description: The Toyota Publica was a small, economical compact car produced by Toyota in the 1960s and early 1970s, aimed at providing affordable transportation in line with Japan’s national car concept.
  • A. Toyota K platform (earlier generations)
    The Toyota K platform (earlier generations) is a mid-size unibody vehicle architecture used by Toyota for various front-wheel-drive and all-wheel-drive cars and crossovers, including early versions of the Highlander.
  • B. Japan (as Toyota Kluger in earlier years)
    Japan is the East Asian country where Toyota marketed the Highlander under the name Toyota Kluger in its earlier years.
  • C. Toyota Auris
    The Toyota Auris is a compact hatchback car produced by Toyota, known for its practicality, reliability, and availability with efficient petrol, diesel, and hybrid powertrains.
  • D. Toyota War
    The Toyota War was the 1987 final phase of the Chadian–Libyan conflict, marked by highly mobile Chadian forces using Toyota pickup trucks to decisively defeat Libyan troops.
  • E. Toyota Corolla
    The Toyota Corolla is a compact car renowned worldwide for its reliability, fuel efficiency, and status as one of the best-selling automobiles in 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_69ad8b24924c8190a9bb6f61d519e4ae completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9baed3848190a8351d9c8c4edc79 completed March 8, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1eef7d1e081908535b7d972a147eb completed March 11, 2026, 10:38 p.m.
NEDg Description generation batch_69b1f0ad56dc81909c96018e34345fda completed March 11, 2026, 10:46 p.m.
NED2 Entity disambiguation (via description) batch_69b1f13a34c88190aa829d8d87a5d29b completed March 11, 2026, 10:48 p.m.
Created at: March 8, 2026, 3:01 p.m.