Triple

T16131233
Position Surface form Disambiguated ID Type / Status
Subject Whanganui National Park E391401 entity
Predicate containsSettlement P847 FINISHED
Object Whakahoro
Whakahoro is a remote riverside settlement in New Zealand’s central North Island, known as a key access point and stopover on the Whanganui Journey and other outdoor recreation routes.
 E1195811 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: Whakahoro | Statement: [Whanganui National Park, containsSettlement, Whakahoro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Whakahoro
Context triple: [Whanganui National Park, containsSettlement, Whakahoro]
  • A. Waikāne
    Waikāne is a rural community on the windward side of Oʻahu, Hawaiʻi, known for its lush valleys, taro farming, and scenic views of the Koʻolau mountain range.
  • B. Waitakaruru
    Waitakaruru is a small rural settlement in New Zealand’s North Island known for its farming community and proximity to the Firth of Thames.
  • C. Te Kauwhata
    Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
  • D. Waitaha
    Waitaha is a Māori iwi (tribe) of Aotearoa New Zealand with ancestral connections to the southern regions, including the area now encompassed by Rakiura National Park.
  • E. Ngāhinapōuri
    Ngāhinapōuri is a small rural locality in New Zealand’s Waikato region, known for its dairy farming landscape and close proximity to Hamilton.
  • 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: Whakahoro
Triple: [Whanganui National Park, containsSettlement, Whakahoro]
Generated description
Whakahoro is a remote riverside settlement in New Zealand’s central North Island, known as a key access point and stopover on the Whanganui Journey and other outdoor recreation routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Whakahoro
Target entity description: Whakahoro is a remote riverside settlement in New Zealand’s central North Island, known as a key access point and stopover on the Whanganui Journey and other outdoor recreation routes.
  • A. Waikāne
    Waikāne is a rural community on the windward side of Oʻahu, Hawaiʻi, known for its lush valleys, taro farming, and scenic views of the Koʻolau mountain range.
  • B. Waitakaruru
    Waitakaruru is a small rural settlement in New Zealand’s North Island known for its farming community and proximity to the Firth of Thames.
  • C. Te Kauwhata
    Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
  • D. Waitaha
    Waitaha is a Māori iwi (tribe) of Aotearoa New Zealand with ancestral connections to the southern regions, including the area now encompassed by Rakiura National Park.
  • E. Ngāhinapōuri
    Ngāhinapōuri is a small rural locality in New Zealand’s Waikato region, known for its dairy farming landscape and close proximity to Hamilton.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2020829e88190b51ab32d22cf0259 completed April 17, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2aff07c8190bf693f652e2a2808 completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff39371648190b3f694df00ff4f3e completed May 10, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69fff47a52cc8190b0ad7c37ea444159 completed May 10, 2026, 2:59 a.m.
Created at: April 10, 2026, 5:01 a.m.