Triple
T6176225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | All In with Chris Hayes |
E137825
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Maddy Sprung-Keyser
Maddy Sprung-Keyser is a television producer best known for her leadership role behind the political news and commentary program "All In with Chris Hayes" on MSNBC.
|
E576481
|
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: Maddy Sprung-Keyser | Statement: [All In with Chris Hayes, executiveProducer, Maddy Sprung-Keyser]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maddy Sprung-Keyser Context triple: [All In with Chris Hayes, executiveProducer, Maddy Sprung-Keyser]
-
A.
Maddy Bowen
Maddy Bowen is a determined American journalist in the film "Blood Diamond" who investigates the illicit diamond trade in war-torn Sierra Leone.
-
B.
Holly Bankemper
Holly Bankemper is an American attorney best known as the wife of former NFL wide receiver and sportscaster Cris Collinsworth.
-
C.
Makenzy Doniak
Makenzy Doniak is an American professional soccer forward known for her standout collegiate career at the University of Virginia and subsequent play in the National Women's Soccer League.
-
D.
Lauren Hartke
Lauren Hartke is the introspective performance artist protagonist of Don DeLillo’s novel "The Body Artist," known for her intense exploration of time, identity, and the body.
-
E.
Kelsey Asbille
Kelsey Asbille is an American actress known for her roles in television series such as Yellowstone and Teen Wolf, as well as films like Wind River.
- 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: Maddy Sprung-Keyser Triple: [All In with Chris Hayes, executiveProducer, Maddy Sprung-Keyser]
Generated description
Maddy Sprung-Keyser is a television producer best known for her leadership role behind the political news and commentary program "All In with Chris Hayes" on MSNBC.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maddy Sprung-Keyser Target entity description: Maddy Sprung-Keyser is a television producer best known for her leadership role behind the political news and commentary program "All In with Chris Hayes" on MSNBC.
-
A.
Maddy Bowen
Maddy Bowen is a determined American journalist in the film "Blood Diamond" who investigates the illicit diamond trade in war-torn Sierra Leone.
-
B.
Holly Bankemper
Holly Bankemper is an American attorney best known as the wife of former NFL wide receiver and sportscaster Cris Collinsworth.
-
C.
Makenzy Doniak
Makenzy Doniak is an American professional soccer forward known for her standout collegiate career at the University of Virginia and subsequent play in the National Women's Soccer League.
-
D.
Lauren Hartke
Lauren Hartke is the introspective performance artist protagonist of Don DeLillo’s novel "The Body Artist," known for her intense exploration of time, identity, and the body.
-
E.
Kelsey Asbille
Kelsey Asbille is an American actress known for her roles in television series such as Yellowstone and Teen Wolf, as well as films like Wind River.
- 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_69c008a80f748190ba3d07ffc81acb29 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05dc70ac481909fd1db0d69837eca |
completed | March 22, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c16ef0f76881909d678010d0c064e7 |
completed | March 23, 2026, 4:48 p.m. |
| NEDg | Description generation | batch_69c1be0624088190b20fdfa389ebf092 |
completed | March 23, 2026, 10:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1bec4844081908baa5abbc4cb3221 |
completed | March 23, 2026, 10:29 p.m. |
Created at: March 22, 2026, 4:18 p.m.