Triple
T15383988
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Retro Studios |
E367872
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Jeff Spangenberg
Jeff Spangenberg is a video game designer and entrepreneur best known as the founder of Retro Studios and previously Iguana Entertainment, contributing to several influential console titles.
|
E1158470
|
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: Jeff Spangenberg | Statement: [Retro Studios, foundedBy, Jeff Spangenberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeff Spangenberg Context triple: [Retro Studios, foundedBy, Jeff Spangenberg]
-
A.
Chris Bauer
Chris Bauer is an American character actor known for his gritty, often hard-edged roles in film and television, including prominent parts in series like "The Wire," "True Blood," and "The Deuce."
-
B.
Bruce Mehlman
Bruce Mehlman is an American public policy strategist and lobbyist known for his work in technology policy and for co-founding the bipartisan consulting firm Mehlman Castagnetti Rosen & Thomas.
-
C.
Greg Brenman
Greg Brenman is a British film and television producer known for his work on acclaimed projects such as "Billy Elliot" and various high-profile UK dramas.
-
D.
Phil Sgriccia
Phil Sgriccia is an American television producer and director best known for his extensive work on genre series such as Supernatural and The Boys.
-
E.
Ernie Sabella
Ernie Sabella is an American actor and voice actor best known for voicing the warthog Pumbaa in Disney’s The Lion King franchise.
- 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: Jeff Spangenberg Triple: [Retro Studios, foundedBy, Jeff Spangenberg]
Generated description
Jeff Spangenberg is a video game designer and entrepreneur best known as the founder of Retro Studios and previously Iguana Entertainment, contributing to several influential console titles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeff Spangenberg Target entity description: Jeff Spangenberg is a video game designer and entrepreneur best known as the founder of Retro Studios and previously Iguana Entertainment, contributing to several influential console titles.
-
A.
Chris Bauer
Chris Bauer is an American character actor known for his gritty, often hard-edged roles in film and television, including prominent parts in series like "The Wire," "True Blood," and "The Deuce."
-
B.
Bruce Mehlman
Bruce Mehlman is an American public policy strategist and lobbyist known for his work in technology policy and for co-founding the bipartisan consulting firm Mehlman Castagnetti Rosen & Thomas.
-
C.
Greg Brenman
Greg Brenman is a British film and television producer known for his work on acclaimed projects such as "Billy Elliot" and various high-profile UK dramas.
-
D.
Phil Sgriccia
Phil Sgriccia is an American television producer and director best known for his extensive work on genre series such as Supernatural and The Boys.
-
E.
Ernie Sabella
Ernie Sabella is an American actor and voice actor best known for voicing the warthog Pumbaa in Disney’s The Lion King franchise.
- 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_69d85a1551a08190ba2caea7cd51c639 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e7397188190bde42b897ab4b5b4 |
completed | April 16, 2026, 1:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff2cee12e08190a7dc9f1577ca967d |
completed | May 9, 2026, 12:47 p.m. |
| NEDg | Description generation | batch_69ff2dd3d6c8819099d899f94f023d76 |
completed | May 9, 2026, 12:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff2e33097081908051630fe04a5594 |
completed | May 9, 2026, 12:53 p.m. |
Created at: April 10, 2026, 3:19 a.m.