Triple

T7472903
Position Surface form Disambiguated ID Type / Status
Subject Hot Springs National Park E176551 entity
Predicate hasManMadeFeature P6684 FINISHED
Object Lamar Bathhouse
Lamar Bathhouse is a historic early-20th-century bathhouse located along Bathhouse Row in Hot Springs National Park, Arkansas, known for its role in the area's thermal bathing tradition.
 E671782 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: Lamar Bathhouse | Statement: [Hot Springs National Park, hasManMadeFeature, Lamar Bathhouse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lamar Bathhouse
Context triple: [Hot Springs National Park, hasManMadeFeature, Lamar Bathhouse]
  • A. 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.
  • B. Hale Bathhouse
    Hale Bathhouse is a historic early-20th-century bathhouse located on Bathhouse Row in Hot Springs National Park, Arkansas, known for its use of the park’s thermal spring waters.
  • C. 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.
  • 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. The Bath House
    The Bath House is a traditional pub in central Cambridge known for its historic character and classic British pub 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: Lamar Bathhouse
Triple: [Hot Springs National Park, hasManMadeFeature, Lamar Bathhouse]
Generated description
Lamar Bathhouse is a historic early-20th-century bathhouse located along Bathhouse Row in Hot Springs National Park, Arkansas, known for its role in the area's thermal bathing tradition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lamar Bathhouse
Target entity description: Lamar Bathhouse is a historic early-20th-century bathhouse located along Bathhouse Row in Hot Springs National Park, Arkansas, known for its role in the area's thermal bathing tradition.
  • A. 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.
  • B. Hale Bathhouse
    Hale Bathhouse is a historic early-20th-century bathhouse located on Bathhouse Row in Hot Springs National Park, Arkansas, known for its use of the park’s thermal spring waters.
  • C. 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.
  • 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. The Bath House
    The Bath House is a traditional pub in central Cambridge known for its historic character and classic British pub 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_69c84eed875c81908922057730834a84 completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c850d3fe2081909490aea1bc09faa3 completed March 28, 2026, 10:06 p.m.
NED2 Entity disambiguation (via description) batch_69c8512f548c8190b5120a58abefade7 completed March 28, 2026, 10:07 p.m.
Created at: March 27, 2026, 3:41 p.m.