Triple
T7789107
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langston Galloway |
E187328
|
entity |
| Predicate | hasPlayedProfessionally |
P64063
|
FINISHED |
| Object | NBA |
E2067
|
NE FINISHED |
How this triple was built (3 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: NBA | Statement: [Langston Galloway, hasPlayedProfessionally, NBA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NBA Context triple: [Langston Galloway, hasPlayedProfessionally, NBA]
-
A.
NBA
The NBA here refers to the Niger Basin Authority, an intergovernmental organization that coordinates regional cooperation and sustainable development among countries sharing the Niger River basin in West Africa.
-
B.
NBA games
NBA games are professional basketball contests played between teams of the National Basketball Association as part of the league’s regular season, playoffs, and finals.
-
C.
National Basketball Association
chosen
The National Basketball Association is the premier professional men's basketball league in North America, featuring top teams and players and widely regarded as the highest level of basketball competition in the world.
-
D.
Nbat
Nbat is the ISO 15924 script code assigned to the ancient Nabataean alphabet used in the Near East.
-
E.
NCAA basketball
NCAA basketball is the system of college-level basketball in the United States governed by the National Collegiate Athletic Association, featuring men’s and women’s competitions that serve as a major pipeline to professional play and include the prominent March Madness tournament.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPlayedProfessionally Context triple: [Langston Galloway, hasPlayedProfessionally, NBA]
-
A.
hasPlayedProfessionalSports
chosen
Indicates that an entity has participated as an athlete in an officially recognized professional-level sports competition or league.
-
B.
hasProfessionalLeague
Indicates that an entity is associated with or participates in a recognized professional sports league.
-
C.
hasProfessionalPlayers
Indicates that an entity is associated with or includes individuals who participate in a profession at a professional level.
-
D.
hasCoachedProfessionalSports
Indicates that a person has served in a coaching role for a professional-level sports team or athlete.
-
E.
hasExperienceInLeague
Indicates that an entity has previously participated or been involved in a particular league.
- F. None of above.
Provenance (4 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_69ca82af2d2c8190963861f5e0b8bf21 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cae7e8a0d08190b6d4ca560681eb35 |
completed | March 30, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69caf62c8568819090c058b0c55b7865 |
completed | March 30, 2026, 10:16 p.m. |
| PD | Predicate disambiguation | batch_69caa488532c819093ac40bba0b3c7ef |
completed | March 30, 2026, 4:27 p.m. |
Created at: March 30, 2026, 4:25 p.m.