Triple
T2137034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashford |
E46676
|
entity |
| Predicate | hasFurtherEducationCollege |
P3392
|
FINISHED |
| Object |
Ashford College
Ashford College is a further education institution in Ashford, England, offering vocational courses, apprenticeships, and adult learning programs.
|
E237177
|
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: Ashford College | Statement: [Ashford, hasFurtherEducationCollege, Ashford College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashford College Context triple: [Ashford, hasFurtherEducationCollege, Ashford College]
-
A.
Berkeley College
Berkeley College is one of Yale University's undergraduate residential colleges, known for its distinctive Gothic architecture and close-knit student community.
-
B.
Madison Business College
Madison Business College was a former private business school in Madison, Wisconsin, known for training students in practical commercial and secretarial skills.
-
C.
Carrington College
Carrington College is a U.S.-based career-focused institution offering certificate and degree programs primarily in healthcare and technical fields.
-
D.
University of Maryland Global Campus
University of Maryland Global Campus is a large public online-focused university known for serving working adults, military-affiliated students, and distance learners worldwide.
-
E.
Greenfield Community College
Greenfield Community College is a public two-year institution in Greenfield, Massachusetts, offering associate degrees, certificates, and workforce training to students in the Pioneer Valley 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: Ashford College Triple: [Ashford, hasFurtherEducationCollege, Ashford College]
Generated description
Ashford College is a further education institution in Ashford, England, offering vocational courses, apprenticeships, and adult learning programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashford College Target entity description: Ashford College is a further education institution in Ashford, England, offering vocational courses, apprenticeships, and adult learning programs.
-
A.
Berkeley College
Berkeley College is one of Yale University's undergraduate residential colleges, known for its distinctive Gothic architecture and close-knit student community.
-
B.
Madison Business College
Madison Business College was a former private business school in Madison, Wisconsin, known for training students in practical commercial and secretarial skills.
-
C.
Carrington College
Carrington College is a U.S.-based career-focused institution offering certificate and degree programs primarily in healthcare and technical fields.
-
D.
University of Maryland Global Campus
University of Maryland Global Campus is a large public online-focused university known for serving working adults, military-affiliated students, and distance learners worldwide.
-
E.
Greenfield Community College
Greenfield Community College is a public two-year institution in Greenfield, Massachusetts, offering associate degrees, certificates, and workforce training to students in the Pioneer Valley region.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasFurtherEducationCollege Context triple: [Ashford, hasFurtherEducationCollege, Ashford College]
-
A.
hasCollegeType
Indicates that a college or educational institution is classified as having a specific type or category (e.g., public, private, community, technical).
-
B.
hasCollegeCounseling
Indicates that one entity provides college counseling services or support to another entity.
-
C.
hasCollegeSystem
Indicates that an entity operates under, is organized by, or is associated with a particular college or higher-education institutional system.
-
D.
upgradedToCollege
Indicates that an entity has advanced or transitioned from a lower educational level or status to a college-level status or institution.
-
E.
college
chosen
Indicates that an entity is a college-level educational institution attended by or associated with another entity.
- 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_69a88a174ab48190a5db20c132e5dccf |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbf74147c81908793c3694894f94a |
completed | March 7, 2026, 6:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51af1e708190b63418da77776084 |
completed | March 9, 2026, 4:50 a.m. |
| NEDg | Description generation | batch_69ae5322097c81909d77d54ae258ab1a |
completed | March 9, 2026, 4:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5365cd808190aa8363b612ef0ec5 |
completed | March 9, 2026, 4:58 a.m. |
| PD | Predicate disambiguation | batch_69abbd96a3b0819081efbfef975e1513 |
completed | March 7, 2026, 5:54 a.m. |
Created at: March 4, 2026, 7:44 p.m.