Triple

T19454242
Position Surface form Disambiguated ID Type / Status
Subject Family Video (Hawkins) E486694 entity
Predicate appearsInEpisode P795 FINISHED
Object Stranger Things S3E8 "Chapter Eight: The Battle of Starcourt"
Stranger Things S3E8 "Chapter Eight: The Battle of Starcourt" is the explosive season three finale in which the characters face off against the Mind Flayer in and around the Starcourt Mall, leading to major sacrifices and a dramatic shift in the town of Hawkins.
E1377381 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: Stranger Things S3E8 "Chapter Eight: The Battle of Starcourt" | Statement: [Family Video (Hawkins), appearsInEpisode, Stranger Things S3E8 "Chapter Eight: The Battle of Starcourt"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stranger Things S3E8 "Chapter Eight: The Battle of Starcourt"
Context triple: [Family Video (Hawkins), appearsInEpisode, Stranger Things S3E8 "Chapter Eight: The Battle of Starcourt"]
  • A. Strange New Worlds (episode)
    "Strange New Worlds" is the premiere episode of *Star Trek: Strange New Worlds*, reintroducing Captain Christopher Pike and the USS Enterprise crew in a classic, exploration-focused Star Trek adventure.
  • B. Station 8
    Station 8 is an Apollo 17 lunar surface sampling site located within the Taurus–Littrow valley on the Moon.
  • C. Chapter Eight: The Mind Flayer
    "Chapter Eight: The Mind Flayer" is an episode of the science fiction-horror series Stranger Things that intensifies the battle against a powerful otherworldly entity threatening Hawkins.
  • D. Star Trek: Strange New Worlds episode "Under the Cloak of War"
    Star Trek: Strange New Worlds episode "Under the Cloak of War" is a dark, character-driven installment that explores the psychological scars and moral ambiguities of wartime through the crew’s encounter with a controversial Klingon War veteran.
  • E. Sense8: A Christmas Special
    Sense8: A Christmas Special is a feature-length holiday episode that continues the story of the global cluster of sensates from the sci-fi drama series Sense8, bridging the gap between its first and second seasons.
  • 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: Stranger Things S3E8 "Chapter Eight: The Battle of Starcourt"
Triple: [Family Video (Hawkins), appearsInEpisode, Stranger Things S3E8 "Chapter Eight: The Battle of Starcourt"]
Generated description
Stranger Things S3E8 "Chapter Eight: The Battle of Starcourt" is the explosive season three finale in which the characters face off against the Mind Flayer in and around the Starcourt Mall, leading to major sacrifices and a dramatic shift in the town of Hawkins.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stranger Things S3E8 "Chapter Eight: The Battle of Starcourt"
Target entity description: Stranger Things S3E8 "Chapter Eight: The Battle of Starcourt" is the explosive season three finale in which the characters face off against the Mind Flayer in and around the Starcourt Mall, leading to major sacrifices and a dramatic shift in the town of Hawkins.
  • A. Strange New Worlds (episode)
    "Strange New Worlds" is the premiere episode of *Star Trek: Strange New Worlds*, reintroducing Captain Christopher Pike and the USS Enterprise crew in a classic, exploration-focused Star Trek adventure.
  • B. Station 8
    Station 8 is an Apollo 17 lunar surface sampling site located within the Taurus–Littrow valley on the Moon.
  • C. Chapter Eight: The Mind Flayer
    "Chapter Eight: The Mind Flayer" is an episode of the science fiction-horror series Stranger Things that intensifies the battle against a powerful otherworldly entity threatening Hawkins.
  • D. Star Trek: Strange New Worlds episode "Under the Cloak of War"
    Star Trek: Strange New Worlds episode "Under the Cloak of War" is a dark, character-driven installment that explores the psychological scars and moral ambiguities of wartime through the crew’s encounter with a controversial Klingon War veteran.
  • E. Sense8: A Christmas Special
    Sense8: A Christmas Special is a feature-length holiday episode that continues the story of the global cluster of sensates from the sci-fi drama series Sense8, bridging the gap between its first and second seasons.
  • 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_69d8e8d86d608190bd199a98d0297f27 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e633c117ac8190a38c01c3191beaea completed April 20, 2026, 2:10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a073b355e848190ba65a45d38152930 completed May 15, 2026, 3:26 p.m.
NEDg Description generation batch_6a073bc941688190af3b7daee5c5d7e3 completed May 15, 2026, 3:29 p.m.
NED2 Entity disambiguation (via description) batch_6a073c574c808190b2ae6df5477c27bb completed May 15, 2026, 3:31 p.m.
Created at: April 10, 2026, 1:38 p.m.