Triple

T7472900
Position Surface form Disambiguated ID Type / Status
Subject Hot Springs National Park E176551 entity
Predicate hasManMadeFeature P6684 FINISHED
Object Quapaw Bathhouse
Quapaw Bathhouse is a historic Spanish Colonial Revival–style bathhouse on Bathhouse Row in Hot Springs, Arkansas, known for its thermal mineral water baths and spa services.
 E668755 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: Quapaw Bathhouse | Statement: [Hot Springs National Park, hasManMadeFeature, Quapaw Bathhouse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Quapaw Bathhouse
Context triple: [Hot Springs National Park, hasManMadeFeature, Quapaw Bathhouse]
  • A. Fordyce Bathhouse
    Fordyce Bathhouse is a historic, ornately designed former spa and bathhouse in Hot Springs, Arkansas, that now serves as the visitor center and museum for Hot Springs National Park.
  • B. Ozark Bathhouse
    Ozark Bathhouse is a historic early-20th-century bathhouse on Bathhouse Row in Hot Springs, Arkansas, known for its distinctive Spanish Colonial Revival architecture and role in the city’s thermal bathing heritage.
  • C. Bath House Cultural Center
    The Bath House Cultural Center is a historic lakeside arts venue in Dallas, Texas, featuring galleries, a theater, and community cultural programs on the shore of White Rock Lake.
  • D. West Bathhouse
    West Bathhouse is a historic beachfront bathing and recreation facility located within Jones Beach State Park on Long Island, New York.
  • E. Jemez Springs Bath House
    Jemez Springs Bath House is a historic spa facility in Jemez Springs, New Mexico, known for its therapeutic mineral hot spring baths and rustic, relaxing atmosphere.
  • 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: Quapaw Bathhouse
Triple: [Hot Springs National Park, hasManMadeFeature, Quapaw Bathhouse]
Generated description
Quapaw Bathhouse is a historic Spanish Colonial Revival–style bathhouse on Bathhouse Row in Hot Springs, Arkansas, known for its thermal mineral water baths and spa services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Quapaw Bathhouse
Target entity description: Quapaw Bathhouse is a historic Spanish Colonial Revival–style bathhouse on Bathhouse Row in Hot Springs, Arkansas, known for its thermal mineral water baths and spa services.
  • A. Fordyce Bathhouse
    Fordyce Bathhouse is a historic, ornately designed former spa and bathhouse in Hot Springs, Arkansas, that now serves as the visitor center and museum for Hot Springs National Park.
  • B. Ozark Bathhouse
    Ozark Bathhouse is a historic early-20th-century bathhouse on Bathhouse Row in Hot Springs, Arkansas, known for its distinctive Spanish Colonial Revival architecture and role in the city’s thermal bathing heritage.
  • C. Bath House Cultural Center
    The Bath House Cultural Center is a historic lakeside arts venue in Dallas, Texas, featuring galleries, a theater, and community cultural programs on the shore of White Rock Lake.
  • D. West Bathhouse
    West Bathhouse is a historic beachfront bathing and recreation facility located within Jones Beach State Park on Long Island, New York.
  • E. Jemez Springs Bath House
    Jemez Springs Bath House is a historic spa facility in Jemez Springs, New Mexico, known for its therapeutic mineral hot spring baths and rustic, relaxing atmosphere.
  • 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_69c69f223fd88190b4c69b95d7cbeeda completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f416d018819098275cc51d8def3f completed March 27, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c625a388190bfe9237568ab2005 completed March 28, 2026, 8:38 p.m.
NEDg Description generation batch_69c8402b0cf8819093b9c511ca259d95 completed March 28, 2026, 8:55 p.m.
NED2 Entity disambiguation (via description) batch_69c8413a95ac819087ac6c75bb35af66 completed March 28, 2026, 8:59 p.m.
Created at: March 27, 2026, 3:41 p.m.