Triple

T12115504
Position Surface form Disambiguated ID Type / Status
Subject StartUp E288547 entity
Predicate executiveProducer P7225 FINISHED
Object Andrew Marcus
Andrew Marcus is a film and television producer best known for his work as an executive producer on the political documentary "2016: Obama's America" and other conservative-leaning media projects.
E965720 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: Andrew Marcus | Statement: [StartUp, executiveProducer, Andrew Marcus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Marcus
Context triple: [StartUp, executiveProducer, Andrew Marcus]
  • A. Andrew Marcus
    Andrew Marcus is a literary editor known for preparing an edition of E. M. Forster’s novel "Howards End."
  • B. Andrew Marcus
    Andrew Marcus is a film editor best known for his work on major feature films, including Kenneth Branagh’s adaptation of "Much Ado About Nothing."
  • C. Adam Marcus
    Adam Marcus is an American filmmaker and screenwriter best known for directing "Jason Goes to Hell: The Final Friday" and co-writing the horror sequel "Texas Chainsaw 3D."
  • D. Ben Marcus
    Ben Marcus is an American author known for his experimental, linguistically inventive fiction and influential short story collections and novels.
  • E. Mike Marcus
    Mike Marcus is a film producer known for his work on the science fiction horror movie "The Ward."
  • 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: Andrew Marcus
Triple: [StartUp, executiveProducer, Andrew Marcus]
Generated description
Andrew Marcus is a film and television producer best known for his work as an executive producer on the political documentary "2016: Obama's America" and other conservative-leaning media projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Marcus
Target entity description: Andrew Marcus is a film and television producer best known for his work as an executive producer on the political documentary "2016: Obama's America" and other conservative-leaning media projects.
  • A. Andrew Marcus
    Andrew Marcus is a literary editor known for preparing an edition of E. M. Forster’s novel "Howards End."
  • B. Andrew Marcus
    Andrew Marcus is a film editor best known for his work on major feature films, including Kenneth Branagh’s adaptation of "Much Ado About Nothing."
  • C. Adam Marcus
    Adam Marcus is an American filmmaker and screenwriter best known for directing "Jason Goes to Hell: The Final Friday" and co-writing the horror sequel "Texas Chainsaw 3D."
  • D. Ben Marcus
    Ben Marcus is an American author known for his experimental, linguistically inventive fiction and influential short story collections and novels.
  • E. Mike Marcus
    Mike Marcus is a film producer known for his work on the science fiction horror movie "The Ward."
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9156921dc8190aa132b0ab3a7c184 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f67f9c30819089305d5d42210c34 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdea1afc8190b39557fdc571e300 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5feeaf2e48190995f282b02a9caaf completed May 2, 2026, 1:40 p.m.
Created at: April 8, 2026, 9:49 p.m.