Triple

T4351530
Position Surface form Disambiguated ID Type / Status
Subject Hōkūleʻa E98036 entity
Predicate builder P3143 FINISHED
Object Charles “Chuck” Wichman
Charles “Chuck” Wichman is a Hawaiian cultural leader and navigator closely associated with the Hōkūleʻa voyaging canoe and the revival of traditional Polynesian wayfinding.
E435345 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: Charles “Chuck” Wichman | Statement: [Hōkūleʻa, builder, Charles “Chuck” Wichman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charles “Chuck” Wichman
Context triple: [Hōkūleʻa, builder, Charles “Chuck” Wichman]
  • A. Frank Bracht
    Frank Bracht was an American film editor known for his work on mid-20th-century Hollywood productions, including the biographical drama "Harlow" (1965).
  • B. Dwight "Bucky" Bleichert
    Dwight "Bucky" Bleichert is a fictional Los Angeles police detective and former boxer who serves as the protagonist of James Ellroy’s crime novel *The Black Dahlia*.
  • C. Wayne Messmer
    Wayne Messmer is an American singer and longtime Chicago sports announcer best known for his powerful renditions of "The Star-Spangled Banner" at Chicago Blackhawks games.
  • D. Cliff Unger
    Cliff Unger is a central character in the video game "Death Stranding," portrayed as a tragic former soldier whose emotional connection to his child drives much of the game's narrative.
  • E. Gary Waldhorn
    Gary Waldhorn was a British actor best known for his comedic and character roles on television and stage, particularly in popular UK sitcoms.
  • 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: Charles “Chuck” Wichman
Triple: [Hōkūleʻa, builder, Charles “Chuck” Wichman]
Generated description
Charles “Chuck” Wichman is a Hawaiian cultural leader and navigator closely associated with the Hōkūleʻa voyaging canoe and the revival of traditional Polynesian wayfinding.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charles “Chuck” Wichman
Target entity description: Charles “Chuck” Wichman is a Hawaiian cultural leader and navigator closely associated with the Hōkūleʻa voyaging canoe and the revival of traditional Polynesian wayfinding.
  • A. Frank Bracht
    Frank Bracht was an American film editor known for his work on mid-20th-century Hollywood productions, including the biographical drama "Harlow" (1965).
  • B. Dwight "Bucky" Bleichert
    Dwight "Bucky" Bleichert is a fictional Los Angeles police detective and former boxer who serves as the protagonist of James Ellroy’s crime novel *The Black Dahlia*.
  • C. Wayne Messmer
    Wayne Messmer is an American singer and longtime Chicago sports announcer best known for his powerful renditions of "The Star-Spangled Banner" at Chicago Blackhawks games.
  • D. Cliff Unger
    Cliff Unger is a central character in the video game "Death Stranding," portrayed as a tragic former soldier whose emotional connection to his child drives much of the game's narrative.
  • E. Gary Waldhorn
    Gary Waldhorn was a British actor best known for his comedic and character roles on television and stage, particularly in popular UK sitcoms.
  • 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_69b3454965f881908c41190bb22f0e4b completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351a99788819080b13a20124e49a0 completed March 12, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e4fdee688190806edebd05a23570 completed March 14, 2026, 10:45 p.m.
NEDg Description generation batch_69b5e5e96aac819093c43dc355de4509 completed March 14, 2026, 10:49 p.m.
NED2 Entity disambiguation (via description) batch_69b5e6587be88190884f61a7350ce5a9 completed March 14, 2026, 10:51 p.m.
Created at: March 12, 2026, 11:15 p.m.