Triple

T3341139
Position Surface form Disambiguated ID Type / Status
Subject Felicity Huffman E70262 entity
Predicate spouse P13 FINISHED
Object William H. Macy
William H. Macy is an American actor and director known for his character roles in films like "Fargo" and the TV series "Shameless."
 E349818 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: William H. Macy | Statement: [Felicity Huffman, spouse, William H. Macy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: William H. Macy
Context triple: [Felicity Huffman, spouse, William H. Macy]
  • A. Steve Buscemi
    Steve Buscemi is an American actor and filmmaker known for his distinctive looks and acclaimed performances in independent films and major productions such as "Fargo," "Reservoir Dogs," and "Boardwalk Empire."
  • B. Thomas Haden Church
    Thomas Haden Church is an American actor known for roles in the TV series "Wings" and films such as "Sideways" and "Spider-Man 3."
  • C. Tim Healy
    Tim Healy was an Irish nationalist politician, lawyer, and writer who became the first Governor-General of the Irish Free State.
  • D. Joel Murray
    Joel Murray is an American actor and comedian known for his character roles in film and television, as well as for his voice work in animated projects.
  • E. Paul Giamatti
    Paul Giamatti is an American actor acclaimed for his versatile performances in film and television, including roles in "Sideways," "Cinderella Man," and the series "Billions."
  • 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: William H. Macy
Triple: [Felicity Huffman, spouse, William H. Macy]
Generated description
William H. Macy is an American actor and director known for his character roles in films like "Fargo" and the TV series "Shameless."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: William H. Macy
Target entity description: William H. Macy is an American actor and director known for his character roles in films like "Fargo" and the TV series "Shameless."
  • A. Steve Buscemi
    Steve Buscemi is an American actor and filmmaker known for his distinctive looks and acclaimed performances in independent films and major productions such as "Fargo," "Reservoir Dogs," and "Boardwalk Empire."
  • B. Thomas Haden Church
    Thomas Haden Church is an American actor known for roles in the TV series "Wings" and films such as "Sideways" and "Spider-Man 3."
  • C. Tim Healy
    Tim Healy was an Irish nationalist politician, lawyer, and writer who became the first Governor-General of the Irish Free State.
  • D. Joel Murray
    Joel Murray is an American actor and comedian known for his character roles in film and television, as well as for his voice work in animated projects.
  • E. Paul Giamatti
    Paul Giamatti is an American actor acclaimed for his versatile performances in film and television, including roles in "Sideways," "Cinderella Man," and the series "Billions."
  • 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_69ad85a405e48190b6e68de7cf9f319e completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1c0ae44819091c851569eaf4565 completed March 8, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a92555c81909a4769b6ecea5721 completed March 12, 2026, 7:57 p.m.
NEDg Description generation batch_69b31c3aaba48190b203e344d71080f3 completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31da28a04819096e7ced5f123592a completed March 12, 2026, 8:10 p.m.
Created at: March 8, 2026, 3:12 p.m.