Triple

T16972094
Position Surface form Disambiguated ID Type / Status
Subject Hawke's Bay Airport E411711 entity
Predicate serves P98 FINISHED
Object Hastings
Hastings is a city in the Hawke's Bay region on the east coast of New Zealand's North Island, known for its agriculture and wine production.
 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: [Hawke's Bay Airport, serves, Hastings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hastings
Context triple: [Hawke's Bay Airport, serves, 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 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.
  • 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: [Hawke's Bay Airport, serves, Hastings]
Generated description
Hastings is a city in the Hawke's Bay region on the east coast of New Zealand's North Island, known for its agriculture and wine production.
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 on the east coast of New Zealand's North Island, known for its agriculture and wine production.
  • 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 rural city located in Mills County in the southwestern part of the U.S. state of Iowa.
  • E. Hastings
    Hastings is a small commuter rail stop in Weston, Massachusetts, served by the MBTA's Fitchburg Line.
  • 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d0ad04ac81909a11b45be567613a completed April 18, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d471d4248190acf40b6c11926a65 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d503f4f08190a0dcdb050d5bc7a3 completed May 10, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_6a00d5adee908190a13bfc765e7c8f06 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 5:31 a.m.