Triple

T11785650
Position Surface form Disambiguated ID Type / Status
Subject Fish River (Namibia) E280262 entity
Predicate locatedNear P294 FINISHED
Object Ai-Ais hot springs
Ai-Ais hot springs is a thermal spa and campsite at the southern end of Namibia’s Fish River Canyon, known for its mineral-rich hot water and desert scenery.
E946394 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: Ai-Ais hot springs | Statement: [Fish River (Namibia), locatedNear, Ai-Ais hot springs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ai-Ais hot springs
Context triple: [Fish River (Namibia), locatedNear, Ai-Ais hot springs]
  • A. Walini hot spring
    Walini hot spring is a popular natural hot spring resort in the Ciwidey area of West Java, Indonesia, known for its warm mineral pools and scenic highland surroundings.
  • B. Fiambalá hot springs
    Fiambalá hot springs is a scenic thermal bath complex in Argentina’s Catamarca Province, known for its terraced pools set amid desert and mountain landscapes.
  • C. Aik Kalak hot springs
    Aik Kalak hot springs are natural geothermal pools near Mount Rinjani’s crater lake on Lombok, Indonesia, known for their warm, mineral-rich waters and scenic volcanic setting.
  • D. Haruna Lake hot springs
    Haruna Lake hot springs is a hot spring resort area near Lake Haruna on Mount Haruna in Gunma Prefecture, Japan, known for its scenic volcanic setting and relaxing baths.
  • E. Sareyn hot springs
    Sareyn hot springs is a popular geothermal spa destination in northwestern Iran, renowned for its therapeutic mineral waters and scenic mountain setting.
  • 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: Ai-Ais hot springs
Triple: [Fish River (Namibia), locatedNear, Ai-Ais hot springs]
Generated description
Ai-Ais hot springs is a thermal spa and campsite at the southern end of Namibia’s Fish River Canyon, known for its mineral-rich hot water and desert scenery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ai-Ais hot springs
Target entity description: Ai-Ais hot springs is a thermal spa and campsite at the southern end of Namibia’s Fish River Canyon, known for its mineral-rich hot water and desert scenery.
  • A. Walini hot spring
    Walini hot spring is a popular natural hot spring resort in the Ciwidey area of West Java, Indonesia, known for its warm mineral pools and scenic highland surroundings.
  • B. Fiambalá hot springs
    Fiambalá hot springs is a scenic thermal bath complex in Argentina’s Catamarca Province, known for its terraced pools set amid desert and mountain landscapes.
  • C. Aik Kalak hot springs
    Aik Kalak hot springs are natural geothermal pools near Mount Rinjani’s crater lake on Lombok, Indonesia, known for their warm, mineral-rich waters and scenic volcanic setting.
  • D. Haruna Lake hot springs
    Haruna Lake hot springs is a hot spring resort area near Lake Haruna on Mount Haruna in Gunma Prefecture, Japan, known for its scenic volcanic setting and relaxing baths.
  • E. Sareyn hot springs
    Sareyn hot springs is a popular geothermal spa destination in northwestern Iran, renowned for its therapeutic mineral waters and scenic mountain setting.
  • 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a585795c8190aa8a5edf0d99b47f completed April 10, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f090d861f481909b920197a3d60e28 completed April 28, 2026, 10:50 a.m.
NEDg Description generation batch_69f0bd3f39608190b29027b30664bd9c completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0ef5afd448190953b5d9929478132 completed April 28, 2026, 5:33 p.m.
Created at: April 8, 2026, 9:42 p.m.