Triple
T8464455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chula Vista |
E200124
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Southwestern College
Southwestern College is a public community college serving the South Bay region of San Diego County, California.
|
E737075
|
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: Southwestern College | Statement: [Chula Vista, hasHigherEducationInstitution, Southwestern College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southwestern College Context triple: [Chula Vista, hasHigherEducationInstitution, Southwestern College]
-
A.
Pueblo Community College
Pueblo Community College is a public two-year college in Pueblo, Colorado, offering associate degrees, certificates, and workforce training programs to students in the region.
-
B.
Southwest Technical College
Southwest Technical College is a public technical institution in Utah offering career-focused and workforce training programs as part of the state’s higher education system.
-
C.
Mesa Community College
Mesa Community College is a public community college in Mesa, Arizona, offering a wide range of two-year degree and certificate programs and serving as one of the largest institutions in the Maricopa County Community College District.
-
D.
Colorado State University Pueblo
Colorado State University Pueblo is a regional public university in southern Colorado known for its career-focused undergraduate and graduate programs and its role in serving a diverse, largely first-generation student population.
-
E.
Cochise College Sierra Vista Campus
Cochise College Sierra Vista Campus is a community college campus in Sierra Vista, Arizona, offering associate degrees, certificates, and workforce training programs for local and regional students.
- 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: Southwestern College Triple: [Chula Vista, hasHigherEducationInstitution, Southwestern College]
Generated description
Southwestern College is a public community college serving the South Bay region of San Diego County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southwestern College Target entity description: Southwestern College is a public community college serving the South Bay region of San Diego County, California.
-
A.
Pueblo Community College
Pueblo Community College is a public two-year college in Pueblo, Colorado, offering associate degrees, certificates, and workforce training programs to students in the region.
-
B.
Southwest Technical College
Southwest Technical College is a public technical institution in Utah offering career-focused and workforce training programs as part of the state’s higher education system.
-
C.
Mesa Community College
Mesa Community College is a public community college in Mesa, Arizona, offering a wide range of two-year degree and certificate programs and serving as one of the largest institutions in the Maricopa County Community College District.
-
D.
Colorado State University Pueblo
Colorado State University Pueblo is a regional public university in southern Colorado known for its career-focused undergraduate and graduate programs and its role in serving a diverse, largely first-generation student population.
-
E.
Cochise College Sierra Vista Campus
Cochise College Sierra Vista Campus is a community college campus in Sierra Vista, Arizona, offering associate degrees, certificates, and workforce training programs for local and regional students.
- 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_69ca83198c4c8190a337bf717d1813f5 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe4d05b2881909bddf58df0ee1143 |
completed | March 31, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce39e0d7788190add03271c940e1ff |
completed | April 2, 2026, 9:41 a.m. |
| NEDg | Description generation | batch_69ce3ad9a3a88190929a6c6ae7ee58cf |
completed | April 2, 2026, 9:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce3cc54d888190ae86b787afc38f7b |
completed | April 2, 2026, 9:54 a.m. |
Created at: March 30, 2026, 6:11 p.m.