Triple

T11956661
Position Surface form Disambiguated ID Type / Status
Subject Civil Wars E284569 entity
Predicate hasCastMember P2308 FINISHED
Object David Marciano
David Marciano is an American actor best known for his roles in television series such as "Due South," "Homeland," and "The Shield."
 E996148 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: David Marciano | Statement: [Civil Wars, hasCastMember, David Marciano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Marciano
Context triple: [Civil Wars, hasCastMember, David Marciano]
  • A. Daniel Mongiardo
    Daniel Mongiardo is an American physician and Democratic politician from Kentucky who served as the state's lieutenant governor.
  • B. Michael Ferraro
    Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
  • C. Jason DeMarco
    Jason DeMarco is an American television producer and programming executive best known for co-creating and shaping Cartoon Network’s Toonami and Adult Swim blocks.
  • D. Christopher Mancini
    Christopher Mancini is one of the children of renowned American composer and conductor Henry Mancini.
  • E. Paul Marciano
    Paul Marciano is a Moroccan-American fashion designer and businessman best known as the co-founder and former CEO of the clothing brand Guess.
  • 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: David Marciano
Triple: [Civil Wars, hasCastMember, David Marciano]
Generated description
David Marciano is an American actor best known for his roles in television series such as "Due South," "Homeland," and "The Shield."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Marciano
Target entity description: David Marciano is an American actor best known for his roles in television series such as "Due South," "Homeland," and "The Shield."
  • A. Daniel Mongiardo
    Daniel Mongiardo is an American physician and Democratic politician from Kentucky who served as the state's lieutenant governor.
  • B. Michael Ferraro
    Michael Ferraro is a co-founder of Blue Sky Studios, the acclaimed animation company behind films such as the Ice Age series.
  • C. Jason DeMarco
    Jason DeMarco is an American television producer and programming executive best known for co-creating and shaping Cartoon Network’s Toonami and Adult Swim blocks.
  • D. Christopher Mancini
    Christopher Mancini is one of the children of renowned American composer and conductor Henry Mancini.
  • E. Paul Marciano
    Paul Marciano is a Moroccan-American fashion designer and businessman best known as the co-founder and former CEO of the clothing brand Guess.
  • 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_69d6ab2db38c8190b1f0ed6663ef8ada completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90366fda8819083168c93abad27d4 completed April 10, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69f66849ba888190a50c5a5fcdb935e0 completed May 2, 2026, 9:10 p.m.
NEDg Description generation batch_69f669f69fe4819097dfc63780e8587e completed May 2, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_69f66b619c88819098acbfb60fac9921 completed May 2, 2026, 9:23 p.m.
Created at: April 8, 2026, 9:45 p.m.