Triple
T16221395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Motor Manufacturing Mississippi |
E393731
|
entity |
| Predicate | hasAbbreviation |
P43
|
FINISHED |
| Object |
TMMMS
TMMMS is Toyota’s automobile manufacturing plant in Mississippi, known for producing vehicles such as the Toyota Corolla for the North American market.
|
E1200737
|
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: TMMMS | Statement: [Toyota Motor Manufacturing Mississippi, hasAbbreviation, TMMMS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TMMMS Context triple: [Toyota Motor Manufacturing Mississippi, hasAbbreviation, TMMMS]
-
A.
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.
-
B.
TMMTX
TMMTX is Toyota’s truck manufacturing plant in San Antonio, Texas, known for producing vehicles like the Toyota Tundra and Tacoma.
-
C.
TMM
TMM was the former currency code for the original Turkmenistan manat used before the country's monetary redenomination.
-
D.
MMTM
MMTM is the ICAO airport code for General Francisco Javier Mina International Airport serving Tampico, Mexico.
-
E.
TMMIN
TMMIN is Toyota Motor Manufacturing Indonesia, the Indonesian manufacturing arm of Toyota responsible for producing vehicles and components for domestic and export markets.
- 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: TMMMS Triple: [Toyota Motor Manufacturing Mississippi, hasAbbreviation, TMMMS]
Generated description
TMMMS is Toyota’s automobile manufacturing plant in Mississippi, known for producing vehicles such as the Toyota Corolla for the North American market.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TMMMS Target entity description: TMMMS is Toyota’s automobile manufacturing plant in Mississippi, known for producing vehicles such as the Toyota Corolla for the North American market.
-
A.
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.
-
B.
TMMTX
TMMTX is Toyota’s truck manufacturing plant in San Antonio, Texas, known for producing vehicles like the Toyota Tundra and Tacoma.
-
C.
TMM
TMM was the former currency code for the original Turkmenistan manat used before the country's monetary redenomination.
-
D.
MMTM
MMTM is the ICAO airport code for General Francisco Javier Mina International Airport serving Tampico, Mexico.
-
E.
TMMIN
TMMIN is Toyota Motor Manufacturing Indonesia, the Indonesian manufacturing arm of Toyota responsible for producing vehicles and components for domestic and export markets.
- 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.