Triple

T1537030
Position Surface form Disambiguated ID Type / Status
Subject Arkansas E32572 entity
Predicate hasNationalPark P105 FINISHED
Object Hot Springs National Park
Hot Springs National Park is a U.S. national park famous for its naturally heated thermal springs, historic bathhouses, and scenic Ouachita Mountain surroundings.
E176551 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: Hot Springs National Park | Statement: [Arkansas, hasNationalPark, Hot Springs National Park]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hot Springs National Park
Context triple: [Arkansas, hasNationalPark, Hot Springs National Park]
  • A. Horseshoe Bend National Military Park
    Horseshoe Bend National Military Park is a historic site in Alabama that preserves the battlefield of the 1814 clash between U.S. forces and the Creek Nation, a decisive engagement in the Creek War.
  • B. Southwest National Park
    Southwest National Park is a vast, remote wilderness reserve in southwestern Tasmania renowned for its rugged mountains, temperate rainforests, and pristine lakes within the Tasmanian Wilderness World Heritage Area.
  • C. Mammoth Cave National Park
    Mammoth Cave National Park is a U.S. national park in central Kentucky renowned for containing the world’s longest known cave system and diverse karst landscapes.
  • D. Noatak National Preserve
    Noatak National Preserve is a vast, remote Alaskan wilderness area renowned for its intact Arctic ecosystems, free-flowing Noatak River, and dramatic Brooks Range mountain scenery.
  • E. Boyes Hot Springs
    Boyes Hot Springs is a historic resort community in Sonoma County, California, known for its natural hot springs and proximity to the wineries and attractions of Sonoma Valley.
  • 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: Hot Springs National Park
Triple: [Arkansas, hasNationalPark, Hot Springs National Park]
Generated description
Hot Springs National Park is a U.S. national park famous for its naturally heated thermal springs, historic bathhouses, and scenic Ouachita Mountain surroundings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hot Springs National Park
Target entity description: Hot Springs National Park is a U.S. national park famous for its naturally heated thermal springs, historic bathhouses, and scenic Ouachita Mountain surroundings.
  • A. Horseshoe Bend National Military Park
    Horseshoe Bend National Military Park is a historic site in Alabama that preserves the battlefield of the 1814 clash between U.S. forces and the Creek Nation, a decisive engagement in the Creek War.
  • B. Southwest National Park
    Southwest National Park is a vast, remote wilderness reserve in southwestern Tasmania renowned for its rugged mountains, temperate rainforests, and pristine lakes within the Tasmanian Wilderness World Heritage Area.
  • C. Mammoth Cave National Park
    Mammoth Cave National Park is a U.S. national park in central Kentucky renowned for containing the world’s longest known cave system and diverse karst landscapes.
  • D. Noatak National Preserve
    Noatak National Preserve is a vast, remote Alaskan wilderness area renowned for its intact Arctic ecosystems, free-flowing Noatak River, and dramatic Brooks Range mountain scenery.
  • E. Boyes Hot Springs
    Boyes Hot Springs is a historic resort community in Sonoma County, California, known for its natural hot springs and proximity to the wineries and attractions of Sonoma Valley.
  • 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_69a885ea86308190998f6bc14bb91f8e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9082af6d88190b63a187ef516bb21 completed March 5, 2026, 4:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad309714c4819090b995198d497ea2 completed March 8, 2026, 8:17 a.m.
NEDg Description generation batch_69ad31167b748190bbb73d7369570ada completed March 8, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_69ad31b5ce308190ba34123a4c8b8188 completed March 8, 2026, 8:22 a.m.
Created at: March 4, 2026, 7:26 p.m.