Triple

T3952202
Position Surface form Disambiguated ID Type / Status
Subject David Von Ancken E84888 entity
Predicate directed P7373 FINISHED
Object episodes of Code Black
Episodes of Code Black are installments of the American medical drama television series that follows an overburdened emergency room and its staff as they navigate high-stakes, life-and-death situations.
 E402539 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: episodes of Code Black | Statement: [David Von Ancken, directed, episodes of Code Black]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: episodes of Code Black
Context triple: [David Von Ancken, directed, episodes of Code Black]
  • A. Evil (TV series episodes)
    "Evil" (TV series episodes) are installments of a psychological mystery-horror drama that follow a forensic psychologist, a priest-in-training, and a contractor as they investigate allegedly supernatural occurrences for the Catholic Church.
  • B. Game of Thrones television episodes
    Game of Thrones television episodes are installments of the acclaimed HBO fantasy drama series that chronicle the political and supernatural conflicts across the continents of Westeros and Essos.
  • C. Black Mirror episode "Nosedive"
    "Nosedive" is a Black Mirror episode, starring Bryce Dallas Howard, that satirically explores a near-future society obsessed with social media ratings and curated perfection.
  • D. The Blacklist
    The Blacklist is an American crime thriller television series that follows a notorious criminal mastermind who mysteriously surrenders to the FBI and offers to help catch high-profile criminals under his own enigmatic conditions.
  • E. Fox Nation
    Fox Nation is Fox News Media’s subscription-based streaming service featuring original conservative-leaning shows, documentaries, and exclusive opinion content.
  • 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: episodes of Code Black
Triple: [David Von Ancken, directed, episodes of Code Black]
Generated description
Episodes of Code Black are installments of the American medical drama television series that follows an overburdened emergency room and its staff as they navigate high-stakes, life-and-death situations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: episodes of Code Black
Target entity description: Episodes of Code Black are installments of the American medical drama television series that follows an overburdened emergency room and its staff as they navigate high-stakes, life-and-death situations.
  • A. Evil (TV series episodes)
    "Evil" (TV series episodes) are installments of a psychological mystery-horror drama that follow a forensic psychologist, a priest-in-training, and a contractor as they investigate allegedly supernatural occurrences for the Catholic Church.
  • B. Game of Thrones television episodes
    Game of Thrones television episodes are installments of the acclaimed HBO fantasy drama series that chronicle the political and supernatural conflicts across the continents of Westeros and Essos.
  • C. Black Mirror episode "Nosedive"
    "Nosedive" is a Black Mirror episode, starring Bryce Dallas Howard, that satirically explores a near-future society obsessed with social media ratings and curated perfection.
  • D. The Blacklist
    The Blacklist is an American crime thriller television series that follows a notorious criminal mastermind who mysteriously surrenders to the FBI and offers to help catch high-profile criminals under his own enigmatic conditions.
  • E. Fox Nation
    Fox Nation is Fox News Media’s subscription-based streaming service featuring original conservative-leaning shows, documentaries, and exclusive opinion content.
  • 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_69aed934fbfc8190847068e4546de963 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef939d1308190930dc2c8272eafa4 completed March 9, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b533a80d4c8190bb1aac1b2900d9a8 completed March 14, 2026, 10:08 a.m.
NEDg Description generation batch_69b5341fb74081909a33753e5fdd5c32 completed March 14, 2026, 10:10 a.m.
NED2 Entity disambiguation (via description) batch_69b534d279548190bee44aea7828ed3b completed March 14, 2026, 10:13 a.m.
Created at: March 9, 2026, 3:30 p.m.