Triple
T250088
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Florida Panhandle |
E5122
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Florida A&M University
Florida A&M University is a public, historically Black land-grant research university located in Tallahassee, Florida.
|
E34029
|
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: Florida A&M University | Statement: [Florida Panhandle, hasHigherEducationInstitution, Florida A&M University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florida A&M University Context triple: [Florida Panhandle, hasHigherEducationInstitution, Florida A&M University]
-
A.
North Carolina A&T State University
North Carolina A&T State University is a public, historically Black land-grant research university located in Greensboro, North Carolina.
-
B.
North Carolina Central University
North Carolina Central University is a public historically Black university known for its strong liberal arts, law, and business programs.
-
C.
Florida State University
Florida State University is a major public research university in Tallahassee, Florida, known for its strong academic programs, vibrant campus life, and competitive athletics.
-
D.
Clark Atlanta University
Clark Atlanta University is a private, historically Black research university in Atlanta, Georgia, formed by the consolidation of two pioneering HBCUs, Clark College and Atlanta University.
-
E.
Florida International University
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.
- 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: Florida A&M University Triple: [Florida Panhandle, hasHigherEducationInstitution, Florida A&M University]
Generated description
Florida A&M University is a public, historically Black land-grant research university located in Tallahassee, Florida.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Florida A&M University Target entity description: Florida A&M University is a public, historically Black land-grant research university located in Tallahassee, Florida.
-
A.
North Carolina A&T State University
North Carolina A&T State University is a public, historically Black land-grant research university located in Greensboro, North Carolina.
-
B.
North Carolina Central University
North Carolina Central University is a public historically Black university known for its strong liberal arts, law, and business programs.
-
C.
Florida State University
Florida State University is a major public research university in Tallahassee, Florida, known for its strong academic programs, vibrant campus life, and competitive athletics.
-
D.
Clark Atlanta University
Clark Atlanta University is a private, historically Black research university in Atlanta, Georgia, formed by the consolidation of two pioneering HBCUs, Clark College and Atlanta University.
-
E.
Florida International University
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.
- 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_69a257c4bf688190a46ebbf411ab7473 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25d3728f0819086214ccc2db2305a |
completed | Feb. 28, 2026, 3:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a386155c0c8190baa1a1d5df15392e |
completed | March 1, 2026, 12:19 a.m. |
| NEDg | Description generation | batch_69a3867100008190a4d17f099802864c |
completed | March 1, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a386c0ee288190ae58373c531e6313 |
completed | March 1, 2026, 12:22 a.m. |
Created at: Feb. 28, 2026, 2:54 a.m.