Triple
T614421
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Orange City, Iowa |
E12171
|
entity |
| Predicate | higherEducation |
P3392
|
FINISHED |
| Object | Northwestern College (Iowa) |
E20239
|
NE FINISHED |
How this triple was built (3 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: Northwestern College (Iowa) | Statement: [Orange City, Iowa, higherEducation, Northwestern College (Iowa)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwestern College (Iowa) Context triple: [Orange City, Iowa, higherEducation, Northwestern College (Iowa)]
-
A.
Northwestern College (Iowa)
chosen
Northwestern College (Iowa) is a private Christian liberal arts college located in Orange City, Iowa.
-
B.
North Central College
North Central College is a private liberal arts college located in Naperville, Illinois, known for its strong undergraduate programs and historic campus.
-
C.
Iowa Western Community College
Iowa Western Community College is a public community college in western Iowa offering two-year degrees and vocational programs serving the greater Omaha–Council Bluffs region.
-
D.
University of Northern Iowa
The University of Northern Iowa is a public university in Cedar Falls, Iowa, known for its strong teacher education programs and mid-sized, student-focused campus.
-
E.
Northwestern Michigan College
Northwestern Michigan College is a community college in Traverse City, Michigan, known for its associate degree programs, maritime and aviation training, and partnerships with four-year universities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: higherEducation Context triple: [Orange City, Iowa, higherEducation, Northwestern College (Iowa)]
-
A.
higherEducationHub
Indicates a relationship where a place or entity functions as a central location or focal point for higher education activities, institutions, or services.
-
B.
university
Indicates that an educational institution of higher learning is associated with or attended by a given entity.
-
C.
college
chosen
Indicates that an entity is a college-level educational institution attended by or associated with another entity.
-
D.
educationType
Indicates the specific category or level of education associated with an entity, such as formal, informal, primary, secondary, or higher education.
-
E.
educatedAt
Indicates that an entity received education or formal training at a specified institution or place of learning.
- F. None of above.
Provenance (4 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_69a493309df48190a327f748e88049a6 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49e0a0f588190b953fdb585263307 |
completed | March 1, 2026, 8:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a58a6d19248190a5a57930153a208f |
completed | March 2, 2026, 1:02 p.m. |
| PD | Predicate disambiguation | batch_69a49cfbcbf88190a854921dc531eba8 |
completed | March 1, 2026, 8:09 p.m. |
Created at: March 1, 2026, 7:35 p.m.