Triple
T10293529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tobey Marshall |
E241424
|
entity |
| Predicate | worksAt |
P7
|
FINISHED |
| Object |
Marshall Motors (auto shop)
Marshall Motors is the small-town auto shop owned and operated by street racer and mechanic Tobey Marshall in the film "Need for Speed."
|
E855876
|
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: Marshall Motors (auto shop) | Statement: [Tobey Marshall, worksAt, Marshall Motors (auto shop)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall Motors (auto shop) Context triple: [Tobey Marshall, worksAt, Marshall Motors (auto shop)]
-
A.
Morris Garages
Morris Garages is a historic British automotive marque, best known for its MG sports cars and later as a global car brand.
-
B.
Statler Motors
Statler Motors is a fictional car dealership in the "Back to the Future" film series, located in the town of Hill Valley.
-
C.
Harrison Car Maintenance Facility
Harrison Car Maintenance Facility is a rail car servicing and repair complex that supports PATH train operations in the New York–New Jersey metropolitan area.
-
D.
Teller-Morrow Automotive Repair
Teller-Morrow Automotive Repair is the family-owned auto shop in Charming, California that serves as the central business and clubhouse front for the Sons of Anarchy Motorcycle Club in the TV series "Sons of Anarchy."
-
E.
Auto Plus
Auto Plus is an automotive aftermarket parts and accessories retailer and distributor in 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: Marshall Motors (auto shop) Triple: [Tobey Marshall, worksAt, Marshall Motors (auto shop)]
Generated description
Marshall Motors is the small-town auto shop owned and operated by street racer and mechanic Tobey Marshall in the film "Need for Speed."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall Motors (auto shop) Target entity description: Marshall Motors is the small-town auto shop owned and operated by street racer and mechanic Tobey Marshall in the film "Need for Speed."
-
A.
Morris Garages
Morris Garages is a historic British automotive marque, best known for its MG sports cars and later as a global car brand.
-
B.
Statler Motors
Statler Motors is a fictional car dealership in the "Back to the Future" film series, located in the town of Hill Valley.
-
C.
Harrison Car Maintenance Facility
Harrison Car Maintenance Facility is a rail car servicing and repair complex that supports PATH train operations in the New York–New Jersey metropolitan area.
-
D.
Teller-Morrow Automotive Repair
Teller-Morrow Automotive Repair is the family-owned auto shop in Charming, California that serves as the central business and clubhouse front for the Sons of Anarchy Motorcycle Club in the TV series "Sons of Anarchy."
-
E.
Auto Plus
Auto Plus is an automotive aftermarket parts and accessories retailer and distributor in the United States.
- 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_69d381aaafc08190af475ef58dc16aba |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d2d46fb08190b7694290692e47dc |
completed | April 7, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71d1c180481909ca9983e14cbb931 |
completed | April 9, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69d73182d7548190ac15093aa7001db7 |
completed | April 9, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7336c06308190ac72154134a26842 |
completed | April 9, 2026, 5:04 a.m. |
Created at: April 6, 2026, 11:42 a.m.