Triple

T956701
Position Surface form Disambiguated ID Type / Status
Subject Stranger Things E20640 entity
Predicate composer P1361 FINISHED
Object Michael Stein
Michael Stein is an American musician and composer best known for co-creating the synth-driven score for the hit Netflix series "Stranger Things" as part of the electronic band Survive.
E173966 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 Stein | Statement: [Stranger Things, composer, Michael Stein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Stein
Context triple: [Stranger Things, composer, Michael Stein]
  • A. René Leibowitz
    René Leibowitz was a Polish-born French composer, conductor, and influential music theorist who helped introduce and promote twelve-tone and serial techniques in postwar France.
  • B. George Weil
    George Weil was a physicist who worked on the Manhattan Project and is noted for being the operator who withdrew the control rod to initiate the first self-sustaining nuclear chain reaction in Chicago Pile-1.
  • C. Paul Kosok
    Paul Kosok was an American historian and archaeologist best known for pioneering the study of Peru’s Nazca Lines through early aerial surveys in the 1930s.
  • D. Paul Junger Witt
    Paul Junger Witt was an American television and film producer best known for creating and producing popular sitcoms such as "The Golden Girls" and "Soap."
  • E. Fritz Bernstein
    Fritz Bernstein was a Zionist economist and Israeli politician who served as a member of Israel’s pre-state legislature and later as Minister of Trade and Industry.
  • 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 Stein
Triple: [Stranger Things, composer, Michael Stein]
Generated description
Michael Stein is an American musician and composer best known for co-creating the synth-driven score for the hit Netflix series "Stranger Things" as part of the electronic band Survive.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Stein
Target entity description: Michael Stein is an American musician and composer best known for co-creating the synth-driven score for the hit Netflix series "Stranger Things" as part of the electronic band Survive.
  • A. René Leibowitz
    René Leibowitz was a Polish-born French composer, conductor, and influential music theorist who helped introduce and promote twelve-tone and serial techniques in postwar France.
  • B. George Weil
    George Weil was a physicist who worked on the Manhattan Project and is noted for being the operator who withdrew the control rod to initiate the first self-sustaining nuclear chain reaction in Chicago Pile-1.
  • C. Paul Kosok
    Paul Kosok was an American historian and archaeologist best known for pioneering the study of Peru’s Nazca Lines through early aerial surveys in the 1930s.
  • D. Paul Junger Witt
    Paul Junger Witt was an American television and film producer best known for creating and producing popular sitcoms such as "The Golden Girls" and "Soap."
  • E. Fritz Bernstein
    Fritz Bernstein was a Zionist economist and Israeli politician who served as a member of Israel’s pre-state legislature and later as Minister of Trade and Industry.
  • 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_69a493b21f2881908132dcf45dcd2f36 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b3f981bc819098125554eeeb6375 completed March 1, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad293209648190a380175f85d6efcc completed March 8, 2026, 7:45 a.m.
NEDg Description generation batch_69ad29f4edc48190b78a6df091e289ab completed March 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a78b9608190b70f8d0ae531618d completed March 8, 2026, 7:51 a.m.
Created at: March 1, 2026, 7:40 p.m.