Triple

T8890117
Position Surface form Disambiguated ID Type / Status
Subject Sam Asghari E211640 entity
Predicate notableWork P4 FINISHED
Object PBC (TV series)
PBC is a television series featuring actor and fitness trainer Sam Asghari in a notable role.
 E763719 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: PBC (TV series) | Statement: [Sam Asghari, notableWork, PBC (TV series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PBC (TV series)
Context triple: [Sam Asghari, notableWork, PBC (TV series)]
  • A. Der Kabelkanal
    Der Kabelkanal was the original name of the German television channel that later became known as ProSieben.
  • B. The Pacific (miniseries)
    The Pacific is a 2010 World War II television miniseries produced by HBO that follows U.S. Marines fighting in the Pacific Theater, serving as a companion piece to Band of Brothers.
  • C. Bluth
    Bluth is the surname of the eccentric, dysfunctional family at the center of the television comedy series "Arrested Development."
  • D. Bandit Television
    Bandit Television is a British television production company known for creating scripted drama and comedy series.
  • E. Kohan
    Kohan is a surname most prominently associated with American television writer and producer Jenji Kohan, known for creating the series "Weeds" and "Orange Is the New Black."
  • 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: PBC (TV series)
Triple: [Sam Asghari, notableWork, PBC (TV series)]
Generated description
PBC is a television series featuring actor and fitness trainer Sam Asghari in a notable role.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PBC (TV series)
Target entity description: PBC is a television series featuring actor and fitness trainer Sam Asghari in a notable role.
  • A. Der Kabelkanal
    Der Kabelkanal was the original name of the German television channel that later became known as ProSieben.
  • B. The Pacific (miniseries)
    The Pacific is a 2010 World War II television miniseries produced by HBO that follows U.S. Marines fighting in the Pacific Theater, serving as a companion piece to Band of Brothers.
  • C. Bluth
    Bluth is the surname of the eccentric, dysfunctional family at the center of the television comedy series "Arrested Development."
  • D. Bandit Television
    Bandit Television is a British television production company known for creating scripted drama and comedy series.
  • E. Kohan
    Kohan is a surname most prominently associated with American television writer and producer Jenji Kohan, known for creating the series "Weeds" and "Orange Is the New Black."
  • 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_69ca83907954819096d52a245b635841 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc619188508190aacda410f0b4c98d completed April 1, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfabf01d048190bed52b5b001d7ffa completed April 3, 2026, noon
NEDg Description generation batch_69cfac9d65ac8190a8234e9999d14ec1 completed April 3, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfad0a02888190a960e7b551ca2534 completed April 3, 2026, 12:05 p.m.
Created at: March 30, 2026, 6:53 p.m.