Triple

T16221419
Position Surface form Disambiguated ID Type / Status
Subject Toyota Motor Manufacturing Poland E393732 entity
Predicate hasAbbreviation P43 FINISHED
Object TMMP
TMMP is the Polish manufacturing subsidiary of Toyota Motor Corporation, specializing in producing engines and transmissions for Toyota vehicles in Europe.
 E1200738 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: TMMP | Statement: [Toyota Motor Manufacturing Poland, hasAbbreviation, TMMP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TMMP
Context triple: [Toyota Motor Manufacturing Poland, hasAbbreviation, TMMP]
  • A. MMTM
    MMTM is the ICAO airport code for General Francisco Javier Mina International Airport serving Tampico, Mexico.
  • B. TMMK
    TMMK is Toyota’s large-scale automobile manufacturing plant in Georgetown, Kentucky, known for producing popular Toyota and Lexus models for the North American market.
  • C. MMP
    MMP is a hybrid electoral system that combines single-member district representation with proportional party lists to align a legislature’s overall seat distribution with parties’ share of the vote.
  • D. TMMTX
    TMMTX is Toyota’s truck manufacturing plant in San Antonio, Texas, known for producing vehicles like the Toyota Tundra and Tacoma.
  • E. TMM
    TMM was the former currency code for the original Turkmenistan manat used before the country's monetary redenomination.
  • 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: TMMP
Triple: [Toyota Motor Manufacturing Poland, hasAbbreviation, TMMP]
Generated description
TMMP is the Polish manufacturing subsidiary of Toyota Motor Corporation, specializing in producing engines and transmissions for Toyota vehicles in Europe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TMMP
Target entity description: TMMP is the Polish manufacturing subsidiary of Toyota Motor Corporation, specializing in producing engines and transmissions for Toyota vehicles in Europe.
  • A. MMTM
    MMTM is the ICAO airport code for General Francisco Javier Mina International Airport serving Tampico, Mexico.
  • B. TMMK
    TMMK is Toyota’s large-scale automobile manufacturing plant in Georgetown, Kentucky, known for producing popular Toyota and Lexus models for the North American market.
  • C. MMP
    MMP is a hybrid electoral system that combines single-member district representation with proportional party lists to align a legislature’s overall seat distribution with parties’ share of the vote.
  • D. TMMTX
    TMMTX is Toyota’s truck manufacturing plant in San Antonio, Texas, known for producing vehicles like the Toyota Tundra and Tacoma.
  • E. TMM
    TMM was the former currency code for the original Turkmenistan manat used before the country's monetary redenomination.
  • 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_69d87f204df88190a8f88923decf9835 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e227fbd88081909fac3f075d5ea7f4 completed April 17, 2026, 12:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0007987cd881908ebc01141028c0a5 completed May 10, 2026, 4:20 a.m.
NEDg Description generation batch_6a00081162348190ba0bfb55b8d01e6d completed May 10, 2026, 4:22 a.m.
NED2 Entity disambiguation (via description) batch_6a00087e244881908cefdfc6e4b46251 completed May 10, 2026, 4:24 a.m.
Created at: April 10, 2026, 5:03 a.m.