Triple

T14631010
Position Surface form Disambiguated ID Type / Status
Subject Very Bad Things E343476 entity
Predicate castMember P1668 FINISHED
Object Rob Brownstein
Rob Brownstein is an American actor known for supporting roles in film and television, including a part in the dark comedy "Very Bad Things."
E1110480 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: Rob Brownstein | Statement: [Very Bad Things, castMember, Rob Brownstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rob Brownstein
Context triple: [Very Bad Things, castMember, Rob Brownstein]
  • A. Nick Barbaro
    Nick Barbaro is an American media entrepreneur and publisher best known as a co-founder of the South by Southwest (SXSW) festival in Austin, Texas.
  • B. Steve Inskeep
    Steve Inskeep is an American journalist and longtime co-host of NPR’s flagship morning news program, known for his in-depth political and international reporting.
  • C. Gregg Wattenberg
    Gregg Wattenberg is an American songwriter and record producer known for his work with artists across pop and rock, including major hits for bands like Train and Five for Fighting.
  • D. John Berman
    John Berman is an American journalist and television news anchor best known for his work on CNN, including co-anchoring major news programs and special event coverage.
  • E. Ben Maddow
    Ben Maddow was an American screenwriter and documentary filmmaker known for his work on classic mid-20th-century films and socially conscious cinema.
  • 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: Rob Brownstein
Triple: [Very Bad Things, castMember, Rob Brownstein]
Generated description
Rob Brownstein is an American actor known for supporting roles in film and television, including a part in the dark comedy "Very Bad Things."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rob Brownstein
Target entity description: Rob Brownstein is an American actor known for supporting roles in film and television, including a part in the dark comedy "Very Bad Things."
  • A. Nick Barbaro
    Nick Barbaro is an American media entrepreneur and publisher best known as a co-founder of the South by Southwest (SXSW) festival in Austin, Texas.
  • B. Steve Inskeep
    Steve Inskeep is an American journalist and longtime co-host of NPR’s flagship morning news program, known for his in-depth political and international reporting.
  • C. Gregg Wattenberg
    Gregg Wattenberg is an American songwriter and record producer known for his work with artists across pop and rock, including major hits for bands like Train and Five for Fighting.
  • D. John Berman
    John Berman is an American journalist and television news anchor best known for his work on CNN, including co-anchoring major news programs and special event coverage.
  • E. Ben Maddow
    Ben Maddow was an American screenwriter and documentary filmmaker known for his work on classic mid-20th-century films and socially conscious cinema.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4a912248190a3df7f821395c776 completed April 14, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda931834081909d90ec0479eca3f9 completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb27c8db481909330d299faded4f3 completed May 8, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69fdb3b24320819098dd7fab0c3a0507 completed May 8, 2026, 9:58 a.m.
Created at: April 10, 2026, 1:26 a.m.