Triple

T4663077
Position Surface form Disambiguated ID Type / Status
Subject Amber Heard E102779 entity
Predicate notableWork P4 FINISHED
Object Friday Night Lights (TV series)
Friday Night Lights is an American drama television series that follows a high school football team and its community in a small Texas town, exploring themes of family, ambition, and social issues.
 E84346 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: Friday Night Lights (TV series) | Statement: [Amber Heard, notableWork, Friday Night Lights (TV series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Friday Night Lights (TV series)
Context triple: [Amber Heard, notableWork, Friday Night Lights (TV series)]
  • A. Friday Night Lights
    Friday Night Lights is a critically acclaimed 2010 mixtape by rapper J. Cole that helped establish his reputation for introspective lyricism and storytelling.
  • B. Friday Night Lights (film)
    Friday Night Lights is a 2004 American sports drama film that chronicles the pressures and passions surrounding a high school football team in small-town Texas.
  • C. Little House on the Prairie
    Little House on the Prairie is a beloved American television drama series based on Laura Ingalls Wilder’s books, depicting the life of the Ingalls family on the 19th-century American frontier.
  • D. Fargo (TV series)
    Fargo is an American black comedy–crime drama anthology television series inspired by the Coen brothers' 1996 film, featuring darkly humorous, interconnected tales of crime and moral ambiguity in the American Midwest.
  • E. Dallas (TV series)
    Dallas is a landmark American prime-time soap opera that aired from 1978 to 1991, famous for its portrayal of the wealthy Ewing family, its dramatic cliffhangers, and the iconic “Who shot J.R.?” storyline.
  • 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: Friday Night Lights (TV series)
Triple: [Amber Heard, notableWork, Friday Night Lights (TV series)]
Generated description
Friday Night Lights is an American drama television series that follows a high school football team and its community in a small Texas town, exploring themes of family, ambition, and social issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Friday Night Lights (TV series)
Target entity description: Friday Night Lights is an American drama television series that follows a high school football team and its community in a small Texas town, exploring themes of family, ambition, and social issues.
  • A. Friday Night Lights
    Friday Night Lights is a critically acclaimed 2010 mixtape by rapper J. Cole that helped establish his reputation for introspective lyricism and storytelling.
  • B. Friday Night Lights (film) chosen
    Friday Night Lights is a 2004 American sports drama film that chronicles the pressures and passions surrounding a high school football team in small-town Texas.
  • C. Little House on the Prairie
    Little House on the Prairie is a beloved American television drama series based on Laura Ingalls Wilder’s books, depicting the life of the Ingalls family on the 19th-century American frontier.
  • D. Fargo (TV series)
    Fargo is an American black comedy–crime drama anthology television series inspired by the Coen brothers' 1996 film, featuring darkly humorous, interconnected tales of crime and moral ambiguity in the American Midwest.
  • E. Dallas (TV series)
    Dallas is a landmark American prime-time soap opera that aired from 1978 to 1991, famous for its portrayal of the wealthy Ewing family, its dramatic cliffhangers, and the iconic “Who shot J.R.?” storyline.
  • F. None of above.

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_69bd43d9cba4819086c1ab1c2d9d2133 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd632d6150819085bab97021c0235a completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfafcd3908190aabf7975017ce337 completed March 21, 2026, 1:57 a.m.
NEDg Description generation batch_69bdfc7b84108190af39c7780f702745 completed March 21, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69bdfd3856b48190a44f49da5fde38f6 completed March 21, 2026, 2:06 a.m.
Created at: March 20, 2026, 1:15 p.m.