Triple

T4663607
Position Surface form Disambiguated ID Type / Status
Subject All American E102791 entity
Predicate star P23405 FINISHED
Object Michael Evans Behling
Michael Evans Behling is an American actor best known for his role as Jordan Baker on the television drama series "All American."
E460647 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 Evans Behling | Statement: [All American, star, Michael Evans Behling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Evans Behling
Context triple: [All American, star, Michael Evans Behling]
  • A. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • B. Michael Ehrlich
    Michael Ehrlich is a relatively obscure individual whose primary public mention appears to be as a namesake associated with the surname Ehrlich.
  • C. Christopher Eckhardt
    Christopher Eckhardt was one of the students who challenged school authorities in the landmark U.S. Supreme Court case Tinker v. Des Moines, which established important First Amendment protections for student speech.
  • D. Stephen Gerlach
    Stephen Gerlach is an Australian lawyer and company director who has served in prominent leadership roles in business and higher education, including as chancellor of Monash University.
  • E. Christopher Memminger
    Christopher Memminger was a German-born American politician and lawyer who served as the first Secretary of the Treasury for the Confederate States during the American Civil War.
  • 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 Evans Behling
Triple: [All American, star, Michael Evans Behling]
Generated description
Michael Evans Behling is an American actor best known for his role as Jordan Baker on the television drama series "All American."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Evans Behling
Target entity description: Michael Evans Behling is an American actor best known for his role as Jordan Baker on the television drama series "All American."
  • A. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • B. Michael Ehrlich
    Michael Ehrlich is a relatively obscure individual whose primary public mention appears to be as a namesake associated with the surname Ehrlich.
  • C. Christopher Eckhardt
    Christopher Eckhardt was one of the students who challenged school authorities in the landmark U.S. Supreme Court case Tinker v. Des Moines, which established important First Amendment protections for student speech.
  • D. Stephen Gerlach
    Stephen Gerlach is an Australian lawyer and company director who has served in prominent leadership roles in business and higher education, including as chancellor of Monash University.
  • E. Christopher Memminger
    Christopher Memminger was a German-born American politician and lawyer who served as the first Secretary of the Treasury for the Confederate States during the American Civil War.
  • 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_69bd43d9cba4819086c1ab1c2d9d2133 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd632d6150819085bab97021c0235a completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03803a948190b6dc2a03bb9cdc93 completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be0542daf08190b792855c8129ac50 completed March 21, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69be05c1dcd48190a08a5748e86a5ac8 completed March 21, 2026, 2:43 a.m.
Created at: March 20, 2026, 1:15 p.m.