Triple
T7351267
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nevada's 4th congressional district |
E169506
|
entity |
| Predicate | hasRepresentative |
P192
|
FINISHED |
| Object |
Steven Horsford
Steven Horsford is an American Democratic politician serving as the U.S. Representative for Nevada’s 4th congressional district.
|
E659050
|
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: Steven Horsford | Statement: [Nevada's 4th congressional district, hasRepresentative, Steven Horsford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steven Horsford Context triple: [Nevada's 4th congressional district, hasRepresentative, Steven Horsford]
-
A.
Nicholas Cords
Nicholas Cords is an American violist known for his chamber music work and for performing with innovative ensembles that blend classical and world music traditions.
-
B.
Ray Nicolette
Ray Nicolette is a fictional ATF agent who appears in Elmore Leonard’s crime novels and their film adaptations, notably portrayed by Michael Keaton in "Jackie Brown" and "Out of Sight."
-
C.
Michael Sarnoski
Michael Sarnoski is an American filmmaker and screenwriter best known for directing the acclaimed drama "Pig" and later helming the horror prequel "A Quiet Place: Day One."
-
D.
Eric Danchick
Eric Danchick is a film producer known for his work on the movie "Bound 2."
-
E.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie 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: Steven Horsford Triple: [Nevada's 4th congressional district, hasRepresentative, Steven Horsford]
Generated description
Steven Horsford is an American Democratic politician serving as the U.S. Representative for Nevada’s 4th congressional district.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steven Horsford Target entity description: Steven Horsford is an American Democratic politician serving as the U.S. Representative for Nevada’s 4th congressional district.
-
A.
Nicholas Cords
Nicholas Cords is an American violist known for his chamber music work and for performing with innovative ensembles that blend classical and world music traditions.
-
B.
Ray Nicolette
Ray Nicolette is a fictional ATF agent who appears in Elmore Leonard’s crime novels and their film adaptations, notably portrayed by Michael Keaton in "Jackie Brown" and "Out of Sight."
-
C.
Michael Sarnoski
Michael Sarnoski is an American filmmaker and screenwriter best known for directing the acclaimed drama "Pig" and later helming the horror prequel "A Quiet Place: Day One."
-
D.
Eric Danchick
Eric Danchick is a film producer known for his work on the movie "Bound 2."
-
E.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie 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_69c68a5878888190968ce4d04db8d69f |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f10a2e1c8190939b007fbf787a54 |
completed | March 27, 2026, 9:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7fa99a9148190b67e49c8c8674042 |
completed | March 28, 2026, 3:58 p.m. |
| NEDg | Description generation | batch_69c7fbbff6f081909b694dea7e572ec2 |
completed | March 28, 2026, 4:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7fc2f66248190bac3fa24d530b938 |
completed | March 28, 2026, 4:05 p.m. |
Created at: March 27, 2026, 3:05 p.m.