Triple

T3342374
Position Surface form Disambiguated ID Type / Status
Subject Parenthood E70287 entity
Predicate hasMainCastMember P7010 FINISHED
Object Miles Heizer
Miles Heizer is an American actor best known for his roles in the TV series "Parenthood" and "13 Reasons Why."
E349970 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: Miles Heizer | Statement: [Parenthood, hasMainCastMember, Miles Heizer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Miles Heizer
Context triple: [Parenthood, hasMainCastMember, Miles Heizer]
  • A. Denis Cobell
    Denis Cobell is a British secularist and activist known for his leadership role in promoting secularism and separation of religion and state in the UK.
  • B. Peter Bohlin
    Peter Bohlin is an American architect renowned for his humanistic, context-sensitive designs and as a founding partner of the acclaimed firm Bohlin Cywinski Jackson, known for projects such as Apple’s iconic retail stores.
  • C. Peter Lassen
    Peter Lassen was a Danish-American frontiersman and guide known for pioneering overland emigrant routes to California during the mid-19th century.
  • D. J. Miles Dale
    J. Miles Dale is a Canadian film and television producer best known for his Academy Award–winning work on Guillermo del Toro's fantasy romance film "The Shape of Water."
  • E. John McDonough
    John McDonough was an American football official best known for serving as the referee in Super Bowl IV.
  • 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: Miles Heizer
Triple: [Parenthood, hasMainCastMember, Miles Heizer]
Generated description
Miles Heizer is an American actor best known for his roles in the TV series "Parenthood" and "13 Reasons Why."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Miles Heizer
Target entity description: Miles Heizer is an American actor best known for his roles in the TV series "Parenthood" and "13 Reasons Why."
  • A. Denis Cobell
    Denis Cobell is a British secularist and activist known for his leadership role in promoting secularism and separation of religion and state in the UK.
  • B. Charles Haid
    Charles Haid is an American actor and director best known for his role as Officer Andy Renko on the television series "Hill Street Blues."
  • C. Peter Bohlin
    Peter Bohlin is an American architect renowned for his humanistic, context-sensitive designs and as a founding partner of the acclaimed firm Bohlin Cywinski Jackson, known for projects such as Apple’s iconic retail stores.
  • D. Peter Lassen
    Peter Lassen was a Danish-American frontiersman and guide known for pioneering overland emigrant routes to California during the mid-19th century.
  • E. J. Miles Dale
    J. Miles Dale is a Canadian film and television producer best known for his Academy Award–winning work on Guillermo del Toro's fantasy romance film "The Shape of Water."
  • 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_69adb1ee711481909c0d921f1b5b8562 completed March 8, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a946ba88190bd40ba7481baf28d 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.