Triple
T1993473
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michele Tafoya |
E43302
|
entity |
| Predicate | hasMediaCategory |
P15481
|
FINISHED |
| Object |
National Basketball Association broadcasters
National Basketball Association broadcasters are sports media professionals who provide play-by-play commentary, analysis, and reporting for NBA basketball games on television, radio, and digital platforms.
|
E45858
|
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: National Basketball Association broadcasters | Statement: [Michele Tafoya, hasMediaCategory, National Basketball Association broadcasters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Basketball Association broadcasters Context triple: [Michele Tafoya, hasMediaCategory, National Basketball Association broadcasters]
-
A.
NBA on ESPN Radio
NBA on ESPN Radio is a national radio broadcast platform that provides live play-by-play coverage, analysis, and commentary of National Basketball Association games for ESPN.
-
B.
NBA on ABC broadcasts
NBA on ABC broadcasts are nationally televised National Basketball Association games presented as a flagship package on the ABC television network in the United States.
-
C.
NBA TV
NBA TV is an American sports television network dedicated to comprehensive coverage of the National Basketball Association, including live games, analysis, and original programming.
-
D.
ESPN
ESPN is a major American sports television network known for broadcasting a wide range of live sporting events, sports news, and analysis programs.
-
E.
NFL broadcasters
NFL broadcasters are television and radio networks and commentators that produce and deliver live coverage, analysis, and commentary for National Football League games and related programming.
- 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: National Basketball Association broadcasters Triple: [Michele Tafoya, hasMediaCategory, National Basketball Association broadcasters]
Generated description
National Basketball Association broadcasters are sports media professionals who provide play-by-play commentary, analysis, and reporting for NBA basketball games on television, radio, and digital platforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Basketball Association broadcasters Target entity description: National Basketball Association broadcasters are sports media professionals who provide play-by-play commentary, analysis, and reporting for NBA basketball games on television, radio, and digital platforms.
-
A.
NBA on ESPN Radio
NBA on ESPN Radio is a national radio broadcast platform that provides live play-by-play coverage, analysis, and commentary of National Basketball Association games for ESPN.
-
B.
NBA on ABC broadcasts
NBA on ABC broadcasts are nationally televised National Basketball Association games presented as a flagship package on the ABC television network in the United States.
-
C.
NBA TV
chosen
NBA TV is an American sports television network dedicated to comprehensive coverage of the National Basketball Association, including live games, analysis, and original programming.
-
D.
ESPN
ESPN is a major American sports television network known for broadcasting a wide range of live sporting events, sports news, and analysis programs.
-
E.
NFL broadcasters
NFL broadcasters are television and radio networks and commentators that produce and deliver live coverage, analysis, and commentary for National Football League games and related programming.
- F. None of above.
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_69a88714cf2c819081644be450b8356e |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abbdbe35688190ab99620859e071c6 |
completed | March 7, 2026, 5:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae033a39d48190b6389e22de0d4418 |
completed | March 8, 2026, 11:16 p.m. |
| NEDg | Description generation | batch_69ae04128e048190a6a36e528586445a |
completed | March 8, 2026, 11:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae049b7b1c81908bae4acd269ce36e |
completed | March 8, 2026, 11:22 p.m. |
Created at: March 4, 2026, 7:37 p.m.