Triple
T1656931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Panama City, Florida |
E35819
|
entity |
| Predicate | hasNearby |
P350
|
FINISHED |
| Object |
Gulf Coast State College
Gulf Coast State College is a public community college in Panama City, Florida, offering associate and select bachelor’s degree programs to students in the Gulf Coast region.
|
E190536
|
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: Gulf Coast State College | Statement: [Panama City, Florida, hasNearby, Gulf Coast State College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulf Coast State College Context triple: [Panama City, Florida, hasNearby, Gulf Coast State College]
-
A.
Pensacola State College
Pensacola State College is a public community college in Pensacola, Florida, offering associate and select bachelor’s degree programs as well as workforce and technical education.
-
B.
Tallahassee Community College
Tallahassee Community College is a public community college in Tallahassee, Florida, offering two-year degrees, workforce training, and transfer programs to four-year universities.
-
C.
North Florida College
North Florida College is a public community college serving students in Madison County and the surrounding North Florida region.
-
D.
Valencia College
Valencia College is a public community college based in the Orlando, Florida area, known for its affordable associate degree programs and strong transfer pathways to four-year universities.
-
E.
University of West Florida
The University of West Florida is a public university in Pensacola known for its coastal campus and academic programs serving the Florida Panhandle region.
- 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: Gulf Coast State College Triple: [Panama City, Florida, hasNearby, Gulf Coast State College]
Generated description
Gulf Coast State College is a public community college in Panama City, Florida, offering associate and select bachelor’s degree programs to students in the Gulf Coast region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gulf Coast State College Target entity description: Gulf Coast State College is a public community college in Panama City, Florida, offering associate and select bachelor’s degree programs to students in the Gulf Coast region.
-
A.
Pensacola State College
Pensacola State College is a public community college in Pensacola, Florida, offering associate and select bachelor’s degree programs as well as workforce and technical education.
-
B.
Tallahassee Community College
Tallahassee Community College is a public community college in Tallahassee, Florida, offering two-year degrees, workforce training, and transfer programs to four-year universities.
-
C.
North Florida College
North Florida College is a public community college serving students in Madison County and the surrounding North Florida region.
-
D.
Valencia College
Valencia College is a public community college based in the Orlando, Florida area, known for its affordable associate degree programs and strong transfer pathways to four-year universities.
-
E.
University of West Florida
The University of West Florida is a public university in Pensacola known for its coastal campus and academic programs serving the Florida Panhandle region.
- 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_69a88606aa808190aa0b421b4271f220 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a8d85f08190a50ade3f443b7703 |
completed | March 5, 2026, 4:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad798680088190a24dd968aab1baf0 |
completed | March 8, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_69ad79e2025881909bd95931293a33c5 |
completed | March 8, 2026, 1:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad7a6534608190866b4bf210d888ca |
completed | March 8, 2026, 1:32 p.m. |
Created at: March 4, 2026, 7:29 p.m.