Triple
T4237690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University System of Georgia |
E94731
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Georgia Highlands College
Georgia Highlands College is a public college in Georgia offering associate and bachelor’s degree programs as part of the state’s public higher education system.
|
E423960
|
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: Georgia Highlands College | Statement: [University System of Georgia, hasPart, Georgia Highlands College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Georgia Highlands College Context triple: [University System of Georgia, hasPart, Georgia Highlands College]
-
A.
Georgia Southwestern College
Georgia Southwestern College is a public institution of higher education in Georgia, United States, known in part for being one of the colleges attended by future U.S. President Jimmy Carter.
-
B.
Georgia Gwinnett College
Georgia Gwinnett College is a public four-year institution in Lawrenceville, Georgia, known for its open-access mission and emphasis on innovative, student-centered education.
-
C.
Grayson College
Grayson College is a public community college in North Texas offering associate degrees, workforce training, and transfer programs for students in the Denison area and beyond.
-
D.
Fort Valley State College
Fort Valley State College is a historically Black public institution of higher education in Fort Valley, Georgia, known for its role in educating African American students in the 20th century.
-
E.
South Georgia Technical College
South Georgia Technical College is a public technical college in Georgia that offers career-focused education and workforce training programs.
- 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: Georgia Highlands College Triple: [University System of Georgia, hasPart, Georgia Highlands College]
Generated description
Georgia Highlands College is a public college in Georgia offering associate and bachelor’s degree programs as part of the state’s public higher education system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Georgia Highlands College Target entity description: Georgia Highlands College is a public college in Georgia offering associate and bachelor’s degree programs as part of the state’s public higher education system.
-
A.
Georgia Southwestern College
Georgia Southwestern College is a public institution of higher education in Georgia, United States, known in part for being one of the colleges attended by future U.S. President Jimmy Carter.
-
B.
Georgia Gwinnett College
Georgia Gwinnett College is a public four-year institution in Lawrenceville, Georgia, known for its open-access mission and emphasis on innovative, student-centered education.
-
C.
Grayson College
Grayson College is a public community college in North Texas offering associate degrees, workforce training, and transfer programs for students in the Denison area and beyond.
-
D.
Fort Valley State College
Fort Valley State College is a historically Black public institution of higher education in Fort Valley, Georgia, known for its role in educating African American students in the 20th century.
-
E.
South Georgia Technical College
South Georgia Technical College is a public technical college in Georgia that offers career-focused education and workforce training programs.
- 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_69b34537cc6481909cd0a96acbb33ef7 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e7589b48190a16e7ff29fb6a162 |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a86996f48190987d3ac234a9b7f4 |
completed | March 14, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69b5a9f58de48190b6f2f56804bc6d30 |
completed | March 14, 2026, 6:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5aabd2080819091d65362cf02120b |
completed | March 14, 2026, 6:36 p.m. |
Created at: March 12, 2026, 11:05 p.m.