Triple
T10368129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hot Springs, Arkansas |
E244307
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
National Park College (in metro area)
National Park College is a public community college serving the Hot Springs, Arkansas area with associate degrees, technical programs, and workforce training.
|
E858758
|
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: National Park College (in metro area) | Statement: [Hot Springs, Arkansas, hasHigherEducationInstitution, National Park College (in metro area)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Park College (in metro area) Context triple: [Hot Springs, Arkansas, hasHigherEducationInstitution, National Park College (in metro area)]
-
A.
University Parks
University Parks is a large public green space in Oxford known for its riverside walks, sports fields, and botanical interest, frequently used by students and residents alike.
-
B.
U.S. National Park
A U.S. National Park is a federally protected natural area in the United States set aside for conservation, public enjoyment, and the preservation of significant landscapes, ecosystems, and wildlife.
-
C.
Una National Park
Una National Park is a protected natural area in northwestern Bosnia and Herzegovina, renowned for its pristine Una River, waterfalls, and diverse wildlife.
-
D.
NOVA Parks
NOVA Parks is a regional park authority that manages and preserves a network of parks, natural areas, and recreational facilities across Northern Virginia.
-
E.
CityPark campus
CityPark campus is the dedicated training complex and surrounding facilities used by Major League Soccer club St. Louis City SC in St. Louis, Missouri.
- 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: National Park College (in metro area) Triple: [Hot Springs, Arkansas, hasHigherEducationInstitution, National Park College (in metro area)]
Generated description
National Park College is a public community college serving the Hot Springs, Arkansas area with associate degrees, technical programs, and workforce training.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Park College (in metro area) Target entity description: National Park College is a public community college serving the Hot Springs, Arkansas area with associate degrees, technical programs, and workforce training.
-
A.
University Parks
University Parks is a large public green space in Oxford known for its riverside walks, sports fields, and botanical interest, frequently used by students and residents alike.
-
B.
U.S. National Park
A U.S. National Park is a federally protected natural area in the United States set aside for conservation, public enjoyment, and the preservation of significant landscapes, ecosystems, and wildlife.
-
C.
Una National Park
Una National Park is a protected natural area in northwestern Bosnia and Herzegovina, renowned for its pristine Una River, waterfalls, and diverse wildlife.
-
D.
NOVA Parks
NOVA Parks is a regional park authority that manages and preserves a network of parks, natural areas, and recreational facilities across Northern Virginia.
-
E.
CityPark campus
CityPark campus is the dedicated training complex and surrounding facilities used by Major League Soccer club St. Louis City SC in St. Louis, Missouri.
- 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_69d381b3e328819094b23b8edcd29b5a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e97106448190a075948e63184f47 |
completed | April 7, 2026, 11:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d79550b2ec8190ada086ddfeb398af |
completed | April 9, 2026, 12:02 p.m. |
| NEDg | Description generation | batch_69d7985e7fc081909fd1ba1dc6f7338c |
completed | April 9, 2026, 12:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d799917ab881909a947ad8059652c6 |
completed | April 9, 2026, 12:20 p.m. |
Created at: April 6, 2026, 12:01 p.m.