Triple

T10254292
Position Surface form Disambiguated ID Type / Status
Subject Onehunga E240421 entity
Predicate hasNearbySuburb P41355 FINISHED
Object Royal Oak
Royal Oak is a residential suburb in Auckland, New Zealand, known for its central roundabout, local shops, and proximity to One Tree Hill and Cornwall Park.
E850897 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: Royal Oak | Statement: [Onehunga, hasNearbySuburb, Royal Oak]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Royal Oak
Context triple: [Onehunga, hasNearbySuburb, Royal Oak]
  • A. Royal Oak, Michigan
    Royal Oak, Michigan is a suburban city in the Detroit metropolitan area known for its vibrant downtown, cultural attractions, and residential neighborhoods.
  • B. Aston
    Aston is a masculine given name of English origin, used both as a first name and a surname.
  • C. Aston
    Aston is a small rural village located within the district of West Oxfordshire in Oxfordshire, England.
  • D. Hubbard’s Hills
    Hubbard’s Hills is a picturesque wooded valley and popular walking spot near Louth in Lincolnshire, England, known for its steep slopes, river, and scenic landscapes.
  • E. Allen Park
    Allen Park is a public recreational park located in Jamestown, New York.
  • 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: Royal Oak
Triple: [Onehunga, hasNearbySuburb, Royal Oak]
Generated description
Royal Oak is a residential suburb in Auckland, New Zealand, known for its central roundabout, local shops, and proximity to One Tree Hill and Cornwall Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Royal Oak
Target entity description: Royal Oak is a residential suburb in Auckland, New Zealand, known for its central roundabout, local shops, and proximity to One Tree Hill and Cornwall Park.
  • A. Royal Oak, Michigan
    Royal Oak, Michigan is a suburban city in the Detroit metropolitan area known for its vibrant downtown, cultural attractions, and residential neighborhoods.
  • B. Aston
    Aston is a masculine given name of English origin, used both as a first name and a surname.
  • C. Aston
    Aston is a small rural village located within the district of West Oxfordshire in Oxfordshire, England.
  • D. Hubbard’s Hills
    Hubbard’s Hills is a picturesque wooded valley and popular walking spot near Louth in Lincolnshire, England, known for its steep slopes, river, and scenic landscapes.
  • E. Allen Park
    Allen Park is a public recreational park located in Jamestown, New York.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d24b9a308190bba6d8e3e22e5ee0 completed April 7, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7cec62c819083e493e0fc7c65b5 completed April 9, 2026, 12:50 a.m.
NEDg Description generation batch_69d6fa3149e48190825600ee28ed7231 completed April 9, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69d6fcbee9088190869b1fcb6f909be3 completed April 9, 2026, 1:11 a.m.
Created at: April 6, 2026, 11:30 a.m.