Triple
T2490316
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carlos Arroyo |
E52023
|
entity |
| Predicate | playedCollegeFor |
P10055
|
FINISHED |
| Object | Florida International University |
E9499
|
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: Florida International University | Statement: [Carlos Arroyo, playedCollegeFor, Florida International University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florida International University Context triple: [Carlos Arroyo, playedCollegeFor, Florida International University]
-
A.
Florida International University
chosen
Florida International University is a large public research university based in Miami, Florida, known for its diverse student body and strong programs in business, engineering, and international studies.
-
B.
Florida Atlantic University
Florida Atlantic University is a public research university in Boca Raton, Florida, serving as a major academic institution within South Florida and the broader Miami metropolitan region.
-
C.
University of South Florida
The University of South Florida is a large public research university based in Tampa, Florida, known for its diverse academic programs and significant contributions to research and innovation.
-
D.
University of Miami
The University of Miami is a private research university in Coral Gables, Florida, known for its strong programs in marine science, medicine, law, and athletics.
-
E.
University of Central Florida
The University of Central Florida is a large public research university known for its strong programs in engineering, computer science, and hospitality, and for having one of the largest student enrollments in the United States.
- 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: playedCollegeFor Context triple: [Carlos Arroyo, playedCollegeFor, Florida International University]
-
A.
playedCollegeTeam
Indicates that an athlete was a member of and competed for a particular college sports team.
-
B.
playedCollegeSport
Indicates that the subject participated in an organized college-level sport for the object institution.
-
C.
positionPlayedInCollege
Indicates the specific playing position an individual held on a sports team during their college career.
-
D.
playedCollegeBasketballFor
chosen
Indicates that a person was a member of and competed for a specific college or university’s basketball team.
-
E.
collegeAthleteIn
Indicates that an individual is an athlete who competes for or represents a particular college or university.
- 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_69ab4955111c8190835bf619adec21ff |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd18fe32081909580c6272a6013c5 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51c5602f081908dba5df679ca9733 |
completed | March 14, 2026, 8:29 a.m. |
| PD | Predicate disambiguation | batch_69abd0b980b481908d4932bcea4a6167 |
completed | March 7, 2026, 7:16 a.m. |
Created at: March 6, 2026, 9:45 p.m.