Triple

T14553100
Position Surface form Disambiguated ID Type / Status
Subject Kokua Hawaii Foundation E341465 entity
Predicate hasProgram P178 FINISHED
Object Kokua Learning Center
Kokua Learning Center is an educational program in Hawaii focused on environmental stewardship and sustainability, operated by the Kokua Hawaii Foundation.
 E1107124 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: Kokua Learning Center | Statement: [Kokua Hawaii Foundation, hasProgram, Kokua Learning Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kokua Learning Center
Context triple: [Kokua Hawaii Foundation, hasProgram, Kokua Learning Center]
  • A. Molokai Education Center
    Molokai Education Center is a remote learning and community education facility on the island of Molokai that provides local access to the academic programs and services of the University of Hawaii Maui College.
  • B. Aloha-Huber Park School
    Aloha-Huber Park School is a public elementary school serving students in the community of Aloha, Oregon.
  • C. Kihei Charter School
    Kihei Charter School is a public charter school in Kihei, Hawaii, known for its project-based learning and technology-focused curriculum serving K–12 students.
  • D. Kamiloiki Elementary School
    Kamiloiki Elementary School is a public primary school serving the local community in the Hawaiʻi Kai area of Honolulu, Hawaii.
  • E. Aiea Elementary School
    Aiea Elementary School is a public primary school serving young students in the community of Aiea, Hawaii.
  • 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: Kokua Learning Center
Triple: [Kokua Hawaii Foundation, hasProgram, Kokua Learning Center]
Generated description
Kokua Learning Center is an educational program in Hawaii focused on environmental stewardship and sustainability, operated by the Kokua Hawaii Foundation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kokua Learning Center
Target entity description: Kokua Learning Center is an educational program in Hawaii focused on environmental stewardship and sustainability, operated by the Kokua Hawaii Foundation.
  • A. Molokai Education Center
    Molokai Education Center is a remote learning and community education facility on the island of Molokai that provides local access to the academic programs and services of the University of Hawaii Maui College.
  • B. Aloha-Huber Park School
    Aloha-Huber Park School is a public elementary school serving students in the community of Aloha, Oregon.
  • C. Kihei Charter School
    Kihei Charter School is a public charter school in Kihei, Hawaii, known for its project-based learning and technology-focused curriculum serving K–12 students.
  • D. Kamiloiki Elementary School
    Kamiloiki Elementary School is a public primary school serving the local community in the Hawaiʻi Kai area of Honolulu, Hawaii.
  • E. Aiea Elementary School
    Aiea Elementary School is a public primary school serving young students in the community of Aiea, Hawaii.
  • 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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb2f00cec8190a7b6482d18b9a216 completed April 14, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ab7d698819085fd81d7b6f96317 completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8b8566cc81908c5cecefb5d71e63 completed May 8, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_69fd8e8c320c8190b08af08226e50622 completed May 8, 2026, 7:19 a.m.
Created at: April 10, 2026, 1:23 a.m.