Triple

T12830524
Position Surface form Disambiguated ID Type / Status
Subject Heʻeia E306770 entity
Predicate near P350 FINISHED
Object Heʻeia Marsh
Heʻeia Marsh is a coastal wetland on the windward side of Oʻahu, Hawaiʻi, known for its estuarine habitat, native bird species, and ongoing ecological restoration efforts.
 E1005794 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: Heʻeia Marsh | Statement: [Heʻeia, near, Heʻeia Marsh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heʻeia Marsh
Context triple: [Heʻeia, near, Heʻeia Marsh]
  • A. Kawainui Marsh
    Kawainui Marsh is the largest remaining wetland in Hawaii, a protected ecological and cultural site on Oʻahu known for its native bird habitat and ancient Hawaiian agricultural history.
  • B. Ko Olina Lagoon
    Ko Olina Lagoon is a series of man-made, crescent-shaped beach lagoons on Oʻahu’s leeward coast known for their calm waters, family-friendly swimming, and resort-lined shoreline.
  • C. Kuapā Pond
    Kuapā Pond is a historic Hawaiian fishpond and coastal wetland on Oʻahu that was largely transformed during the development of the Hawaiʻi Kai residential community.
  • D. Kewalo Basin
    Kewalo Basin is a small harbor and waterfront area in Honolulu, Hawaii, known for its fishing, tour-boat operations, and proximity to the Kakaʻako district.
  • E. Kāneʻohe Bay
    Kāneʻohe Bay is a scenic, reef-protected bay on the windward coast of Oʻahu, Hawaiʻi, known for its turquoise waters, sandbars, and surrounding Koʻolau mountain backdrop.
  • 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: Heʻeia Marsh
Triple: [Heʻeia, near, Heʻeia Marsh]
Generated description
Heʻeia Marsh is a coastal wetland on the windward side of Oʻahu, Hawaiʻi, known for its estuarine habitat, native bird species, and ongoing ecological restoration efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heʻeia Marsh
Target entity description: Heʻeia Marsh is a coastal wetland on the windward side of Oʻahu, Hawaiʻi, known for its estuarine habitat, native bird species, and ongoing ecological restoration efforts.
  • A. Kawainui Marsh
    Kawainui Marsh is the largest remaining wetland in Hawaii, a protected ecological and cultural site on Oʻahu known for its native bird habitat and ancient Hawaiian agricultural history.
  • B. Ko Olina Lagoon
    Ko Olina Lagoon is a series of man-made, crescent-shaped beach lagoons on Oʻahu’s leeward coast known for their calm waters, family-friendly swimming, and resort-lined shoreline.
  • C. Kuapā Pond
    Kuapā Pond is a historic Hawaiian fishpond and coastal wetland on Oʻahu that was largely transformed during the development of the Hawaiʻi Kai residential community.
  • D. Kewalo Basin
    Kewalo Basin is a small harbor and waterfront area in Honolulu, Hawaii, known for its fishing, tour-boat operations, and proximity to the Kakaʻako district.
  • E. Kāneʻohe Bay
    Kāneʻohe Bay is a scenic, reef-protected bay on the windward coast of Oʻahu, Hawaiʻi, known for its turquoise waters, sandbars, and surrounding Koʻolau mountain backdrop.
  • 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_69d7bdf52b94819096d6f0ba4ab50a98 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96faf9ae481908265e198f917d1e6 completed April 10, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68ed6cc9c8190aa66075505b42ec0 completed May 2, 2026, 11:55 p.m.
NEDg Description generation batch_69f69277d3d88190abce800c01a8026c completed May 3, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69f6938150608190a61206cefa3eca1e completed May 3, 2026, 12:14 a.m.
Created at: April 9, 2026, 5:34 p.m.