Triple

T14818444
Position Surface form Disambiguated ID Type / Status
Subject South Khorasan Province E348379 entity
Predicate hasAttraction P105 FINISHED
Object Ferdows Hot Springs
Ferdows Hot Springs is a natural geothermal spa complex in eastern Iran known for its therapeutic mineral waters and desert mountain setting.
E1121539 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: Ferdows Hot Springs | Statement: [South Khorasan Province, hasAttraction, Ferdows Hot Springs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ferdows Hot Springs
Context triple: [South Khorasan Province, hasAttraction, Ferdows Hot Springs]
  • A. Sabalan hot springs
    Sabalan hot springs are a popular geothermal spa destination in northwestern Iran, known for their therapeutic mineral waters and scenic mountain surroundings.
  • B. Tamina thermal spring
    Tamina thermal spring is a renowned natural hot spring in the Tamina Gorge near Bad Ragaz, Switzerland, famous for its warm, mineral-rich waters used for spa and therapeutic treatments.
  • C. 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.
  • D. Beibei Hot Springs
    Beibei Hot Springs is a well-known geothermal resort area in Chongqing, China, famed for its natural hot spring baths and scenic mountainous surroundings.
  • E. Thermopylae hot springs
    Thermopylae hot springs are natural sulfur-rich thermal springs in central Greece, historically associated with the ancient battlefield of Thermopylae and known for their warm, mineral-laden waters.
  • 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: Ferdows Hot Springs
Triple: [South Khorasan Province, hasAttraction, Ferdows Hot Springs]
Generated description
Ferdows Hot Springs is a natural geothermal spa complex in eastern Iran known for its therapeutic mineral waters and desert mountain setting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ferdows Hot Springs
Target entity description: Ferdows Hot Springs is a natural geothermal spa complex in eastern Iran known for its therapeutic mineral waters and desert mountain setting.
  • A. Sabalan hot springs
    Sabalan hot springs are a popular geothermal spa destination in northwestern Iran, known for their therapeutic mineral waters and scenic mountain surroundings.
  • B. Tamina thermal spring
    Tamina thermal spring is a renowned natural hot spring in the Tamina Gorge near Bad Ragaz, Switzerland, famous for its warm, mineral-rich waters used for spa and therapeutic treatments.
  • C. 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.
  • D. Beibei Hot Springs
    Beibei Hot Springs is a well-known geothermal resort area in Chongqing, China, famed for its natural hot spring baths and scenic mountainous surroundings.
  • E. Thermopylae hot springs
    Thermopylae hot springs are natural sulfur-rich thermal springs in central Greece, historically associated with the ancient battlefield of Thermopylae and known for their warm, mineral-laden waters.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decfe4cf38819090f25ef045351d5d completed April 14, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe389940e081908ad627955cb8d52e completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3a315d2c81908db44e7792908e39 completed May 8, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_69fe3bda81cc8190b256ec6284383dde completed May 8, 2026, 7:39 p.m.
Created at: April 10, 2026, 1:50 a.m.