Triple

T16996456
Position Surface form Disambiguated ID Type / Status
Subject Lake Rotorua E412327 entity
Predicate hasNearbyGeothermalArea P53199 FINISHED
Object Whakarewarewa
Whakarewarewa is a famous geothermal valley and Māori cultural village in Rotorua, New Zealand, known for its geysers, hot springs, and traditional living community.
E1245088 NE FINISHED

How this triple was built (5 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: Whakarewarewa | Statement: [Lake Rotorua, hasNearbyGeothermalArea, Whakarewarewa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Whakarewarewa
Context triple: [Lake Rotorua, hasNearbyGeothermalArea, Whakarewarewa]
  • A. Takapō
    Takapō is the Māori name for Lake Tekapo, a renowned turquoise glacial lake in New Zealand’s South Island celebrated for its alpine scenery and dark-sky stargazing.
  • B. Whakaraupō
    Whakaraupō is the traditional Māori name for Lyttelton Harbour, a significant coastal inlet near Christchurch on New Zealand’s South Island.
  • C. Kauaeranga Valley
    Kauaeranga Valley is a scenic river valley on New Zealand’s Coromandel Peninsula, known for its native bush, hiking tracks, and popular camping and outdoor recreation areas.
  • D. Otaki
    Ōtaki is a small coastal town on New Zealand’s Kāpiti Coast, known for its Māori cultural heritage, beaches, and proximity to outdoor recreation in the surrounding ranges.
  • E. Pōkeno
    Pōkeno is a small but rapidly growing town in New Zealand’s North Island, known for its location near the southern edge of the Auckland urban area and its popular local ice cream and bacon.
  • 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: Whakarewarewa
Triple: [Lake Rotorua, hasNearbyGeothermalArea, Whakarewarewa]
Generated description
Whakarewarewa is a famous geothermal valley and Māori cultural village in Rotorua, New Zealand, known for its geysers, hot springs, and traditional living community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Whakarewarewa
Target entity description: Whakarewarewa is a famous geothermal valley and Māori cultural village in Rotorua, New Zealand, known for its geysers, hot springs, and traditional living community.
  • A. Takapō
    Takapō is the Māori name for Lake Tekapo, a renowned turquoise glacial lake in New Zealand’s South Island celebrated for its alpine scenery and dark-sky stargazing.
  • B. Whakaraupō
    Whakaraupō is the traditional Māori name for Lyttelton Harbour, a significant coastal inlet near Christchurch on New Zealand’s South Island.
  • C. Kauaeranga Valley
    Kauaeranga Valley is a scenic river valley on New Zealand’s Coromandel Peninsula, known for its native bush, hiking tracks, and popular camping and outdoor recreation areas.
  • D. Otaki
    Ōtaki is a small coastal town on New Zealand’s Kāpiti Coast, known for its Māori cultural heritage, beaches, and proximity to outdoor recreation in the surrounding ranges.
  • E. Pōkeno
    Pōkeno is a small but rapidly growing town in New Zealand’s North Island, known for its location near the southern edge of the Auckland urban area and its popular local ice cream and bacon.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNearbyGeothermalArea
Context triple: [Lake Rotorua, hasNearbyGeothermalArea, Whakarewarewa]
  • A. hasGeothermalField chosen
    Indicates that an entity possesses, contains, or is associated with a geothermal field.
  • B. hasGeothermalPotential
    Indicates that an entity possesses conditions suitable for generating or exploiting geothermal energy.
  • C. nearVolcano
    Indicates that one entity is located in close proximity to a volcano.
  • D. isGeothermalFieldType
    Indicates that one entity is classified as a specific type or category of geothermal field in relation to another entity.
  • E. isVolcanicNeighborOf
    Indicates that one geographic feature is located close enough to another volcanic feature that they are considered neighboring volcano-related entities.
  • F. None of above.

Provenance (6 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d2885f888190ab1406f55a91bf93 completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc18e6988190b42b3d251cf00b98 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d68c8481909111bfab22882bb2 completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0118ba68408190b242154c40461f21 completed May 10, 2026, 11:46 p.m.
PD Predicate disambiguation batch_69e35d552bc08190af17ef7659e094ef completed April 18, 2026, 10:30 a.m.
Created at: April 10, 2026, 5:32 a.m.