Triple
T5213404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arts, Beats & Eats festival |
E117687
|
entity |
| Predicate | organizer |
P123
|
FINISHED |
| Object |
Jon Witz & Associates
Jon Witz & Associates is an event production and marketing company best known for managing large-scale public festivals and community events in Michigan.
|
E503596
|
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: Jon Witz & Associates | Statement: [Arts, Beats & Eats festival, organizer, Jon Witz & Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jon Witz & Associates Context triple: [Arts, Beats & Eats festival, organizer, Jon Witz & Associates]
-
A.
Jim Wilson & Associates
Jim Wilson & Associates is a real estate development firm known for planning and building large-scale commercial properties such as major shopping malls.
-
B.
Harry Weese Associates
Harry Weese Associates was a prominent American architecture firm known for modernist and urban design projects, including significant commercial buildings and transit systems.
-
C.
Odell Associates
Odell Associates is an American architecture firm known for designing major sports and entertainment venues, including the Spectrum Center in Charlotte, North Carolina.
-
D.
John A. Martin & Associates
John A. Martin & Associates is a structural engineering firm known for designing major high-rise and complex structures, including landmark skyscrapers in the United States.
-
E.
Drew Associates
Drew Associates was a pioneering American documentary film production company known for helping to establish the Direct Cinema movement in the 1960s through its innovative, observational style of filmmaking.
- 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: Jon Witz & Associates Triple: [Arts, Beats & Eats festival, organizer, Jon Witz & Associates]
Generated description
Jon Witz & Associates is an event production and marketing company best known for managing large-scale public festivals and community events in Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jon Witz & Associates Target entity description: Jon Witz & Associates is an event production and marketing company best known for managing large-scale public festivals and community events in Michigan.
-
A.
Jim Wilson & Associates
Jim Wilson & Associates is a real estate development firm known for planning and building large-scale commercial properties such as major shopping malls.
-
B.
Harry Weese Associates
Harry Weese Associates was a prominent American architecture firm known for modernist and urban design projects, including significant commercial buildings and transit systems.
-
C.
Odell Associates
Odell Associates is an American architecture firm known for designing major sports and entertainment venues, including the Spectrum Center in Charlotte, North Carolina.
-
D.
John A. Martin & Associates
John A. Martin & Associates is a structural engineering firm known for designing major high-rise and complex structures, including landmark skyscrapers in the United States.
-
E.
Drew Associates
Drew Associates was a pioneering American documentary film production company known for helping to establish the Direct Cinema movement in the 1960s through its innovative, observational style of filmmaking.
- 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_69bd4464ba3c8190bc16b2ebbe42ddb0 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a911d40819086621537274dc0f0 |
completed | March 20, 2026, 4:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beefdee940819098e397ab50f57411 |
completed | March 21, 2026, 7:22 p.m. |
| NEDg | Description generation | batch_69bef0b1fe9c8190bfc1be621c7c1c76 |
completed | March 21, 2026, 7:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef16739148190b9700228be7d07f9 |
completed | March 21, 2026, 7:28 p.m. |
Created at: March 20, 2026, 1:47 p.m.