Triple

T1958010
Position Surface form Disambiguated ID Type / Status
Subject Penny Marshall E42313 entity
Predicate spouse P13 FINISHED
Object Michael Henry
Michael Henry is best known as the former husband of actress and director Penny Marshall.
 E247903 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: Michael Henry | Statement: [Penny Marshall, spouse, Michael Henry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Henry
Context triple: [Penny Marshall, spouse, Michael Henry]
  • A. Joseph Hamilton
    Joseph Hamilton is a relatively common personal name shared by multiple individuals across various professions, including politics, science, and the arts.
  • B. Frederic McLaughlin
    Frederic McLaughlin was an American businessman and sports executive best known for establishing and owning the NHL’s Chicago Blackhawks in the early 20th century.
  • C. Guy Mountfort
    Guy Mountfort was a British advertising executive, author, and conservationist best known for co-founding the World Wildlife Fund and helping pioneer modern international wildlife conservation efforts.
  • D. William Murphy
    William Murphy was an early American automotive investor and entrepreneur best known for backing Henry Ford and helping to establish the Cadillac automobile brand.
  • E. John William Cummings
    John William Cummings, better known as Johnny Ramone, was the influential guitarist and founding member of the pioneering punk rock band the Ramones.
  • 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: Michael Henry
Triple: [Penny Marshall, spouse, Michael Henry]
Generated description
Michael Henry is best known as the former husband of actress and director Penny Marshall.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Henry
Target entity description: Michael Henry is best known as the former husband of actress and director Penny Marshall.
  • A. Joseph Hamilton
    Joseph Hamilton is a relatively common personal name shared by multiple individuals across various professions, including politics, science, and the arts.
  • B. Frederic McLaughlin
    Frederic McLaughlin was an American businessman and sports executive best known for establishing and owning the NHL’s Chicago Blackhawks in the early 20th century.
  • C. Guy Mountfort
    Guy Mountfort was a British advertising executive, author, and conservationist best known for co-founding the World Wildlife Fund and helping pioneer modern international wildlife conservation efforts.
  • D. William Murphy
    William Murphy was an early American automotive investor and entrepreneur best known for backing Henry Ford and helping to establish the Cadillac automobile brand.
  • E. John William Cummings
    John William Cummings, better known as Johnny Ramone, was the influential guitarist and founding member of the pioneering punk rock band the Ramones.
  • 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_69a8870eea088190a38781990812a9bc completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb37e21cc8190b6e13b86bc93d594 completed March 7, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6ae4225081909ea0e59a5885cfc3 completed March 9, 2026, 6:38 a.m.
NEDg Description generation batch_69ae6bcfd2c481908f69df77f40655e2 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c4d9c04819086e3091bbbf16099 completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:36 p.m.