Triple

T22144352
Position Surface form Disambiguated ID Type / Status
Subject Papakura District E547247 entity
Predicate containsSettlement P847 FINISHED
Object Hingaia
Hingaia is a suburban locality in the Auckland Region of New Zealand, situated near the southern shores of the Manukau Harbour.
 E1522034 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: Hingaia | Statement: [Papakura District, containsSettlement, Hingaia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hingaia
Context triple: [Papakura District, containsSettlement, Hingaia]
  • A. Horotiu
    Horotiu is a small township in the Waikato region of New Zealand, located just north of Hamilton and known for its rural character and proximity to the Waikato River.
  • B. Hauketo
    Hauketo is a residential neighborhood in the southern part of Oslo, Norway, known for its mix of apartment blocks, green areas, and access to public transportation.
  • C. Otunga
    Otunga is the surname of David Otunga, an American lawyer, actor, and former professional wrestler best known for his time in WWE.
  • D. Hyrnetho
    Hyrnetho is a figure in Greek mythology known as the daughter of Temenus, king of Argos, and the wife of Deiphontes.
  • E. Okataina
    Okataina is a small rural settlement in New Zealand’s Bay of Plenty region, situated within the volcanic lakes district near Lake Okataina.
  • 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: Hingaia
Triple: [Papakura District, containsSettlement, Hingaia]
Generated description
Hingaia is a suburban locality in the Auckland Region of New Zealand, situated near the southern shores of the Manukau Harbour.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hingaia
Target entity description: Hingaia is a suburban locality in the Auckland Region of New Zealand, situated near the southern shores of the Manukau Harbour.
  • A. Horotiu
    Horotiu is a small township in the Waikato region of New Zealand, located just north of Hamilton and known for its rural character and proximity to the Waikato River.
  • B. Hauketo
    Hauketo is a residential neighborhood in the southern part of Oslo, Norway, known for its mix of apartment blocks, green areas, and access to public transportation.
  • C. Otunga
    Otunga is the surname of David Otunga, an American lawyer, actor, and former professional wrestler best known for his time in WWE.
  • D. Hyrnetho
    Hyrnetho is a figure in Greek mythology known as the daughter of Temenus, king of Argos, and the wife of Deiphontes.
  • E. Okataina
    Okataina is a small rural settlement in New Zealand’s Bay of Plenty region, situated within the volcanic lakes district near Lake Okataina.
  • 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_69e11e3a95d88190a3bd80d9471976c3 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f129efd52c8190ab0acff5bbfc0d77 completed April 28, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a96fe404481908a6b27dcf1406dfb completed May 18, 2026, 4:35 a.m.
NEDg Description generation batch_6a0a97e509a88190a7f316cf340d010a completed May 18, 2026, 4:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0a987daa208190bab5b7adec1913e8 completed May 18, 2026, 4:41 a.m.
Created at: April 16, 2026, 8:33 p.m.