Triple

T20552312
Position Surface form Disambiguated ID Type / Status
Subject Havelock North E504625 entity
Predicate locatedNear P294 FINISHED
Object Hastings
Hastings is a city in the Hawke's Bay region of New Zealand’s North Island, known for its agriculture, wineries, and Art Deco and Spanish Mission-style architecture.
E100749 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: Hastings | Statement: [Havelock North, locatedNear, Hastings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hastings
Context triple: [Havelock North, locatedNear, Hastings]
  • A. Hastings
    Hastings is a surname most prominently associated with Reed Hastings, the co-founder and longtime CEO of Netflix.
  • B. Hastings
    Hastings is a coastal town on Victoria, Australia’s Mornington Peninsula known for its port facilities and access to Western Port Bay.
  • C. Hastings
    Hastings is a small rural city located in Mills County in the southwestern part of the U.S. state of Iowa.
  • D. Hastings
    Hastings is the common shorthand name for Operation Hastings, a major U.S. Marine Corps and South Vietnamese military offensive conducted in 1966 during the Vietnam War.
  • E. Hastings
    Hastings was a prominent American Thoroughbred racehorse and influential sire whose bloodline helped shape early 20th-century U.S. racing.
  • 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: Hastings
Triple: [Havelock North, locatedNear, Hastings]
Generated description
Hastings is a city in the Hawke's Bay region of New Zealand’s North Island, known for its agriculture, wineries, and Art Deco and Spanish Mission-style architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hastings
Target entity description: Hastings is a city in the Hawke's Bay region of New Zealand’s North Island, known for its agriculture, wineries, and Art Deco and Spanish Mission-style architecture.
  • A. Hastings chosen
    Hastings is a major urban center in the Hawke's Bay region of New Zealand's North Island, known for its agriculture, wineries, and Art Deco and Spanish Mission-style architecture.
  • B. Hastings
    Hastings is a coastal town on Victoria, Australia’s Mornington Peninsula known for its port facilities and access to Western Port Bay.
  • C. Hastings
    Hastings is a historic seaside town and popular coastal resort in East Sussex, England, best known for its association with the 1066 Battle of Hastings and its traditional fishing and tourism industries.
  • D. Hastings
    Hastings is a small settlement in southern Tasmania, Australia, known as a gateway to the nearby Hastings Caves and surrounding natural attractions.
  • E. Hastings
    Hastings is a small rural city located in Mills County in the southwestern part of the U.S. state of Iowa.
  • F. None of above.

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_69e0b4b52c048190952b4d0f430813a3 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a5d98c348190ac516bc2df59d878 completed April 20, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08a573e43c8190918ce8cfbafff788 completed May 16, 2026, 5:12 p.m.
NEDg Description generation batch_6a08a72cda488190b18b50724666ae55 completed May 16, 2026, 5:19 p.m.
NED2 Entity disambiguation (via description) batch_6a08a79a373481909c37da1cc810e2d9 completed May 16, 2026, 5:21 p.m.
Created at: April 16, 2026, 11:38 a.m.