Triple
T169958
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Denison, Texas |
E3097
|
entity |
| Predicate | hasHigherEducationNearby |
P3445
|
FINISHED |
| Object |
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.
|
E29471
|
NE FINISHED |
How this triple was built (5 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: Grayson College | Statement: [Denison, Texas, hasHigherEducationNearby, Grayson College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grayson College Context triple: [Denison, Texas, hasHigherEducationNearby, Grayson College]
-
A.
Bluefield State University
Bluefield State University is a public historically Black college and university (HBCU) known for its engineering, technology, and teacher education programs.
-
B.
Shenandoah University
Shenandoah University is a private liberal arts university based in Winchester, Virginia, known for its programs in the arts, health professions, and business, and for serving the broader Northern Virginia region.
-
C.
Marvin College
Marvin College was a small 19th-century American educational institution in Kentucky attended by future U.S. Vice President Alben W. Barkley.
-
D.
Catawba College
Catawba College is a private liberal arts college located in Salisbury, North Carolina, known for its small-campus environment and diverse undergraduate programs.
-
E.
Manassas Campus
Manassas Campus is one of the instructional locations of Northern Virginia Community College serving students in the Manassas and greater Prince William County area.
- 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: Grayson College Triple: [Denison, Texas, hasHigherEducationNearby, Grayson College]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grayson College Target entity description: 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.
-
A.
Bluefield State University
Bluefield State University is a public historically Black college and university (HBCU) known for its engineering, technology, and teacher education programs.
-
B.
Shenandoah University
Shenandoah University is a private liberal arts university based in Winchester, Virginia, known for its programs in the arts, health professions, and business, and for serving the broader Northern Virginia region.
-
C.
Marvin College
Marvin College was a small 19th-century American educational institution in Kentucky attended by future U.S. Vice President Alben W. Barkley.
-
D.
Catawba College
Catawba College is a private liberal arts college located in Salisbury, North Carolina, known for its small-campus environment and diverse undergraduate programs.
-
E.
Manassas Campus
Manassas Campus is one of the instructional locations of Northern Virginia Community College serving students in the Manassas and greater Prince William County area.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasHigherEducationNearby Context triple: [Denison, Texas, hasHigherEducationNearby, Grayson College]
-
A.
hasMajorUniversity
Indicates that a location or region contains at least one prominent, large, or academically significant university.
-
B.
containsEducationalInstitution
chosen
Indicates that one entity geographically or administratively includes or encompasses an educational institution within its boundaries or structure.
-
C.
hasPublicUniversityCampus
Indicates that a public university maintains or operates a campus at the specified location.
-
D.
isEducationalCenterOf
Indicates that an institution functions as the primary educational center serving, representing, or associated with a particular area, organization, or group.
-
E.
higherEducationHub
Indicates a relationship where a place or entity functions as a central location or focal point for higher education activities, institutions, or services.
- F. None of above.
Provenance (6 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_69a2524ce1e48190ab066bf72859f474 |
completed | Feb. 28, 2026, 2:26 a.m. |
| NER | Named-entity recognition | batch_69a25a3f9d188190aacf5791273e2c65 |
completed | Feb. 28, 2026, 3 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a35e9fb768819087282451ec8051b0 |
completed | Feb. 28, 2026, 9:31 p.m. |
| NEDg | Description generation | batch_69a35f07ea20819087d55fab8b6ab53f |
completed | Feb. 28, 2026, 9:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a35f70a7808190a3620493eb8238e3 |
completed | Feb. 28, 2026, 9:34 p.m. |
| PD | Predicate disambiguation | batch_69a25667717c8190bac5108366e2178d |
completed | Feb. 28, 2026, 2:43 a.m. |
Created at: Feb. 28, 2026, 2:34 a.m.