Triple
T5476909
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frisco Fighters |
E122977
|
entity |
| Predicate | owner |
P347
|
FINISHED |
| Object |
Germain Automotive Group
Germain Automotive Group is a U.S.-based network of car dealerships and automotive services known for owning and operating multiple franchise dealerships across several states.
|
E361359
|
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: Germain Automotive Group | Statement: [Frisco Fighters, owner, Germain Automotive Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Germain Automotive Group Context triple: [Frisco Fighters, owner, Germain Automotive Group]
-
A.
Marmon Group
Marmon Group is a large American industrial holding company with diversified manufacturing and service businesses, historically owned and developed by the Pritzker family.
-
B.
Asbury Automotive Group
Asbury Automotive Group is a large U.S.-based automotive retail and service company that operates numerous franchised dealerships selling new and used vehicles.
-
C.
PSA Group
PSA Group was a major French automotive manufacturer best known for producing Peugeot, Citroën, and DS vehicles before merging to form Stellantis.
-
D.
Automotive Equipment Group
Automotive Equipment Group is a Mitsubishi Electric business division focused on developing and supplying automotive systems and components for vehicle manufacturers.
-
E.
The Scion Group
The Scion Group is a real estate investment and management firm best known for its large portfolio of student housing and multifamily properties across the United States.
- 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: Germain Automotive Group Triple: [Frisco Fighters, owner, Germain Automotive Group]
Generated description
Germain Automotive Group is a U.S.-based network of car dealerships and automotive services known for owning and operating multiple franchise dealerships across several states.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Germain Automotive Group Target entity description: Germain Automotive Group is a U.S.-based network of car dealerships and automotive services known for owning and operating multiple franchise dealerships across several states.
-
A.
Marmon Group
Marmon Group is a large American industrial holding company with diversified manufacturing and service businesses, historically owned and developed by the Pritzker family.
-
B.
Asbury Automotive Group
chosen
Asbury Automotive Group is a large U.S.-based automotive retail and service company that operates numerous franchised dealerships selling new and used vehicles.
-
C.
PSA Group
PSA Group was a major French automotive manufacturer best known for producing Peugeot, Citroën, and DS vehicles before merging to form Stellantis.
-
D.
Automotive Equipment Group
Automotive Equipment Group is a Mitsubishi Electric business division focused on developing and supplying automotive systems and components for vehicle manufacturers.
-
E.
The Scion Group
The Scion Group is a real estate investment and management firm best known for its large portfolio of student housing and multifamily properties across the United States.
- F. None of above.
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_69bd46459ff48190823377457bcf7128 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd923639bc81909a83dd4fcaa8c636 |
completed | March 20, 2026, 6:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf489d7f94819095af2fe23a0b35b9 |
completed | March 22, 2026, 1:40 a.m. |
| NEDg | Description generation | batch_69bf49e10e588190bd5073142202f8fd |
completed | March 22, 2026, 1:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4ad191b881909f4b271deb335586 |
completed | March 22, 2026, 1:50 a.m. |
Created at: March 20, 2026, 2:09 p.m.