Triple

T13499296
Position Surface form Disambiguated ID Type / Status
Subject James MacArthur E320842 entity
Predicate spouse P13 FINISHED
Object Helen Beth Duntz
Helen Beth Duntz is known as the wife of American actor James MacArthur, who gained fame for his role as Danny "Danno" Williams on the television series "Hawaii Five-O."
 E1221758 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: Helen Beth Duntz | Statement: [James MacArthur, spouse, Helen Beth Duntz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Helen Beth Duntz
Context triple: [James MacArthur, spouse, Helen Beth Duntz]
  • A. Helen Luella Koford
    Helen Luella Koford is the birth name of American actress Terry Moore, known for her work in mid-20th-century Hollywood films.
  • B. Helen Dortch
    Helen Dortch was an American journalist, suffragist, and preservationist best known as the second wife of Confederate General James Longstreet and for her advocacy of progressive causes in the late 19th and early 20th centuries.
  • C. Helen Howell
    Helen Howell is known as the spouse of George Barnes.
  • D. Diana Rathbun
    Diana Rathbun is a film producer best known for her work on the epic historical war movie "Troy."
  • E. Mary J. Rathbun
    Mary J. Rathbun was an influential American carcinologist of the late 19th and early 20th centuries, renowned for her extensive taxonomic work describing numerous crab and other crustacean species.
  • 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: Helen Beth Duntz
Triple: [James MacArthur, spouse, Helen Beth Duntz]
Generated description
Helen Beth Duntz is known as the wife of American actor James MacArthur, who gained fame for his role as Danny "Danno" Williams on the television series "Hawaii Five-O."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Helen Beth Duntz
Target entity description: Helen Beth Duntz is known as the wife of American actor James MacArthur, who gained fame for his role as Danny "Danno" Williams on the television series "Hawaii Five-O."
  • A. Helen Luella Koford
    Helen Luella Koford is the birth name of American actress Terry Moore, known for her work in mid-20th-century Hollywood films.
  • B. Helen Dortch
    Helen Dortch was an American journalist, suffragist, and preservationist best known as the second wife of Confederate General James Longstreet and for her advocacy of progressive causes in the late 19th and early 20th centuries.
  • C. Helen Howell
    Helen Howell is known as the spouse of George Barnes.
  • D. Diana Rathbun
    Diana Rathbun is a film producer best known for her work on the epic historical war movie "Troy."
  • E. Mary J. Rathbun
    Mary J. Rathbun was an influential American carcinologist of the late 19th and early 20th centuries, renowned for her extensive taxonomic work describing numerous crab and other crustacean species.
  • 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_69d807629d6c8190998f1b9bb12d2ed0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaf4fab688190bdc746985b0c7338 completed April 12, 2026, 2:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a006ec7a4748190822e66a756bc95b9 completed May 10, 2026, 11:40 a.m.
NEDg Description generation batch_6a006fa02870819083c1b25eb4c8ffad completed May 10, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_6a0070aee0248190b3463b98a739d1ae completed May 10, 2026, 11:49 a.m.
Created at: April 9, 2026, 9:43 p.m.