Triple

T16265068
Position Surface form Disambiguated ID Type / Status
Subject Toyota Motor Manufacturing Alabama E394853 entity
Predicate hasAbbreviation P43 FINISHED
Object TMMAL
TMMAL is Toyota Motor Manufacturing Alabama, an engine production facility located in Huntsville, Alabama that supplies engines for various Toyota vehicles in North America.
 E1203747 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: TMMAL | Statement: [Toyota Motor Manufacturing Alabama, hasAbbreviation, TMMAL]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TMMAL
Context triple: [Toyota Motor Manufacturing Alabama, hasAbbreviation, TMMAL]
  • A. TMM
    TMM was the former currency code for the original Turkmenistan manat used before the country's monetary redenomination.
  • B. TMMTX
    TMMTX is Toyota’s truck manufacturing plant in San Antonio, Texas, known for producing vehicles like the Toyota Tundra and Tacoma.
  • C. MMU
    MMU is a large public university in Manchester, England, known for its diverse academic programs and strong links with industry and the creative sectors.
  • D. MMU
    MMU is the IATA airport code for Morristown Municipal Airport, a general aviation airport serving the Morristown, New Jersey area.
  • E. MMU
    MMU is a NASA-developed, self-contained jetpack-like device that allowed astronauts to move freely in space without being tethered to the spacecraft.
  • 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: TMMAL
Triple: [Toyota Motor Manufacturing Alabama, hasAbbreviation, TMMAL]
Generated description
TMMAL is Toyota Motor Manufacturing Alabama, an engine production facility located in Huntsville, Alabama that supplies engines for various Toyota vehicles in North America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TMMAL
Target entity description: TMMAL is Toyota Motor Manufacturing Alabama, an engine production facility located in Huntsville, Alabama that supplies engines for various Toyota vehicles in North America.
  • A. TMM
    TMM was the former currency code for the original Turkmenistan manat used before the country's monetary redenomination.
  • B. TMMTX
    TMMTX is Toyota’s truck manufacturing plant in San Antonio, Texas, known for producing vehicles like the Toyota Tundra and Tacoma.
  • C. MMU
    MMU is a large public university in Manchester, England, known for its diverse academic programs and strong links with industry and the creative sectors.
  • D. MMU
    MMU is the IATA airport code for Morristown Municipal Airport, a general aviation airport serving the Morristown, New Jersey area.
  • E. MMU
    MMU is a NASA-developed, self-contained jetpack-like device that allowed astronauts to move freely in space without being tethered to the spacecraft.
  • 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_69d87f221d8081909b0b2063e7528ba2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e245c73944819085633e6d2a69bae9 completed April 17, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017b877088190893a1f012e5d2463 completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a00183849bc8190a1896d240d8f91f0 completed May 10, 2026, 5:31 a.m.
NED2 Entity disambiguation (via description) batch_6a00190887088190a5a0eb2cfd674c98 completed May 10, 2026, 5:35 a.m.
Created at: April 10, 2026, 5:05 a.m.