Triple
T17035791
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Donut County |
E413317
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Ben Esposito
Ben Esposito is an American indie game designer best known for creating the physics-based puzzle game Donut County and the frenetic action title Neon White.
|
E1317071
|
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: Ben Esposito | Statement: [Donut County, developer, Ben Esposito]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Esposito Context triple: [Donut County, developer, Ben Esposito]
-
A.
Michael Ferraro
Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
-
B.
Mark Esposito
Mark Esposito is a scholar and author known for his work on economics, business, and the impact of emerging technologies on the future of work and society.
-
C.
Charles Nicoletti
Charles Nicoletti was a Chicago mob hitman associated with the Chicago Outfit and reputed to be one of its most feared enforcers during the mid-20th century.
-
D.
Michael DeLorenzo
Michael DeLorenzo is an American actor, dancer, and musician best known for his roles on television series such as "New York Undercover" and "Fame."
-
E.
James Ferraro
James Ferraro is an American experimental musician and producer known for his pioneering work in hypnagogic pop and early vaporwave.
- 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: Ben Esposito Triple: [Donut County, developer, Ben Esposito]
Generated description
Ben Esposito is an American indie game designer best known for creating the physics-based puzzle game Donut County and the frenetic action title Neon White.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Esposito Target entity description: Ben Esposito is an American indie game designer best known for creating the physics-based puzzle game Donut County and the frenetic action title Neon White.
-
A.
Michael Ferraro
Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
-
B.
Mark Esposito
Mark Esposito is a scholar and author known for his work on economics, business, and the impact of emerging technologies on the future of work and society.
-
C.
Charles Nicoletti
Charles Nicoletti was a Chicago mob hitman associated with the Chicago Outfit and reputed to be one of its most feared enforcers during the mid-20th century.
-
D.
Michael DeLorenzo
Michael DeLorenzo is an American actor, dancer, and musician best known for his roles on television series such as "New York Undercover" and "Fame."
-
E.
James Ferraro
James Ferraro is an American experimental musician and producer known for his pioneering work in hypnagogic pop and early vaporwave.
- 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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d8f26f50819085dfd0fbecd6394d |
completed | April 18, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03bb3d6fb88190b23f825fe325622b |
completed | May 12, 2026, 11:43 p.m. |
| NEDg | Description generation | batch_6a03bc72aea48190992d7623970eef55 |
completed | May 12, 2026, 11:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03bd887970819088b68d18791e2a07 |
completed | May 12, 2026, 11:53 p.m. |
Created at: April 10, 2026, 5:33 a.m.