Triple
T10368117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hot Springs, Arkansas |
E244307
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
City of Hot Springs government
The City of Hot Springs government is the municipal authority responsible for administering public services, local policies, and civic operations in Hot Springs, Arkansas.
|
E858756
|
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: City of Hot Springs government | Statement: [Hot Springs, Arkansas, governingBody, City of Hot Springs government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Hot Springs government Context triple: [Hot Springs, Arkansas, governingBody, City of Hot Springs government]
-
A.
The City of Hot Springs
The City of Hot Springs is a popular Philippine city renowned for its numerous natural hot spring resorts and scenic views of Mount Makiling.
-
B.
Manitou Springs City Council
Manitou Springs City Council is the elected municipal legislative body responsible for setting policy, passing local ordinances, and overseeing city governance in Manitou Springs, Colorado.
-
C.
Idaho Springs City Council
The Idaho Springs City Council is the municipal legislative body responsible for setting local policies, passing ordinances, and overseeing city governance in Idaho Springs, Colorado.
-
D.
City of Helena
The City of Helena is the municipal government of Montana’s capital, responsible for providing local services, managing public lands, and overseeing community infrastructure and development.
-
E.
Hot Springs Historic District
Hot Springs Historic District is a historic area within Big Bend National Park known for its natural hot springs, preserved ruins of an early 20th-century resort, and scenic views along the Rio Grande.
- 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: City of Hot Springs government Triple: [Hot Springs, Arkansas, governingBody, City of Hot Springs government]
Generated description
The City of Hot Springs government is the municipal authority responsible for administering public services, local policies, and civic operations in Hot Springs, Arkansas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Hot Springs government Target entity description: The City of Hot Springs government is the municipal authority responsible for administering public services, local policies, and civic operations in Hot Springs, Arkansas.
-
A.
The City of Hot Springs
The City of Hot Springs is a popular Philippine city renowned for its numerous natural hot spring resorts and scenic views of Mount Makiling.
-
B.
Manitou Springs City Council
Manitou Springs City Council is the elected municipal legislative body responsible for setting policy, passing local ordinances, and overseeing city governance in Manitou Springs, Colorado.
-
C.
Idaho Springs City Council
The Idaho Springs City Council is the municipal legislative body responsible for setting local policies, passing ordinances, and overseeing city governance in Idaho Springs, Colorado.
-
D.
City of Helena
The City of Helena is the municipal government of Montana’s capital, responsible for providing local services, managing public lands, and overseeing community infrastructure and development.
-
E.
Hot Springs Historic District
Hot Springs Historic District is a historic area within Big Bend National Park known for its natural hot springs, preserved ruins of an early 20th-century resort, and scenic views along the Rio Grande.
- 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.