Triple

T11807435
Position Surface form Disambiguated ID Type / Status
Subject Kwakʼwala E280783 entity
Predicate hasLinguisticResearch P934 FINISHED
Object George Hunt
George Hunt was an ethnologist and linguist best known for his extensive documentation of Kwakwaka'wakw culture and the Kwakʼwala language in collaboration with anthropologist Franz Boas.
 E964832 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: George Hunt | Statement: [Kwakʼwala, hasLinguisticResearch, George Hunt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George Hunt
Context triple: [Kwakʼwala, hasLinguisticResearch, George Hunt]
  • A. John Honeyman
    John Honeyman was a prominent 19th-century Scottish architect known for designing notable public buildings and observatories.
  • B. Ralph Hunt
    Ralph Hunt is a personal name shared by multiple individuals, including various historical and contemporary figures across different fields.
  • C. Robert Holgate
    Robert Holgate was a 16th-century English clergyman who served as Archbishop of York and played a significant role in the religious and political upheavals of the English Reformation.
  • D. George Ward
    George Ward was a British Conservative politician who served in senior government roles during the mid-20th century, including as Minister of Supply.
  • E. George Ward
    George Ward is known as the stepfather of former professional boxer Dicky Eklund, who was portrayed in the film "The Fighter."
  • 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: George Hunt
Triple: [Kwakʼwala, hasLinguisticResearch, George Hunt]
Generated description
George Hunt was an ethnologist and linguist best known for his extensive documentation of Kwakwaka'wakw culture and the Kwakʼwala language in collaboration with anthropologist Franz Boas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George Hunt
Target entity description: George Hunt was an ethnologist and linguist best known for his extensive documentation of Kwakwaka'wakw culture and the Kwakʼwala language in collaboration with anthropologist Franz Boas.
  • A. John Honeyman
    John Honeyman was a prominent 19th-century Scottish architect known for designing notable public buildings and observatories.
  • B. Ralph Hunt
    Ralph Hunt is a personal name shared by multiple individuals, including various historical and contemporary figures across different fields.
  • C. Robert Holgate
    Robert Holgate was a 16th-century English clergyman who served as Archbishop of York and played a significant role in the religious and political upheavals of the English Reformation.
  • D. George Ward
    George Ward was a British Conservative politician who served in senior government roles during the mid-20th century, including as Minister of Supply.
  • E. George Ward
    George Ward is known as the stepfather of former professional boxer Dicky Eklund, who was portrayed in the film "The Fighter."
  • 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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5c93a1881909b428bf3ed55bb57 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f5f63477e08190957dd1ef709fe93b completed May 2, 2026, 1:03 p.m.
NEDg Description generation batch_69f600b51f488190a85a8f10f190b3c0 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601e7f3b0819098a2245b9f9316b9 completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:42 p.m.