Triple

T16587428
Position Surface form Disambiguated ID Type / Status
Subject Tori Spelling E402993 entity
Predicate appearedIn P795 FINISHED
Object A Friend to Die For
A Friend to Die For is a 1994 made-for-television teen thriller drama film, also known as Death of a Cheerleader, about the murder of a popular high school cheerleader and the dark side of teenage social hierarchies.
E1221269 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: A Friend to Die For | Statement: [Tori Spelling, appearedIn, A Friend to Die For]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Friend to Die For
Context triple: [Tori Spelling, appearedIn, A Friend to Die For]
  • A. Deadly Friend
    Deadly Friend is a 1986 science fiction horror film that blends robotics and supernatural elements, directed by genre filmmaker Wes Craven.
  • B. Something to Die For
    "Something to Die For" is a political thriller novel by American author and former U.S. Senator Jim Webb, drawing on his military and government experience to explore themes of power, loyalty, and national security.
  • C. An Enemy to Die For
    An Enemy to Die For is a 2012 World War II-era thriller film set in the Arctic, blending espionage, scientific exploration, and international tension on the eve of war.
  • D. Worth Dying For
    Worth Dying For is a thriller novel by Lee Child featuring ex-military drifter Jack Reacher as he uncovers dark secrets in a rural Nebraska community.
  • E. To Love & Die
    "To Love & Die" is an R&B song by Jhené Aiko featuring Cocaine 80s, known for its moody, atmospheric production and introspective lyrics about love and mortality.
  • 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: A Friend to Die For
Triple: [Tori Spelling, appearedIn, A Friend to Die For]
Generated description
A Friend to Die For is a 1994 made-for-television teen thriller drama film, also known as Death of a Cheerleader, about the murder of a popular high school cheerleader and the dark side of teenage social hierarchies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Friend to Die For
Target entity description: A Friend to Die For is a 1994 made-for-television teen thriller drama film, also known as Death of a Cheerleader, about the murder of a popular high school cheerleader and the dark side of teenage social hierarchies.
  • A. Deadly Friend
    Deadly Friend is a 1986 science fiction horror film that blends robotics and supernatural elements, directed by genre filmmaker Wes Craven.
  • B. Something to Die For
    "Something to Die For" is a political thriller novel by American author and former U.S. Senator Jim Webb, drawing on his military and government experience to explore themes of power, loyalty, and national security.
  • C. An Enemy to Die For
    An Enemy to Die For is a 2012 World War II-era thriller film set in the Arctic, blending espionage, scientific exploration, and international tension on the eve of war.
  • D. Worth Dying For
    Worth Dying For is a thriller novel by Lee Child featuring ex-military drifter Jack Reacher as he uncovers dark secrets in a rural Nebraska community.
  • E. To Love & Die
    "To Love & Die" is an R&B song by Jhené Aiko featuring Cocaine 80s, known for its moody, atmospheric production and introspective lyrics about love and mortality.
  • 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_69d88387363c8190a97a0c942130de97 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3599daa508190a9ed6f64138c0e53 completed April 18, 2026, 10:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006ef6cbe0819081fdb3d2665fcf68 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006f7ca0dc8190a75d84d9ffbf83e0 completed May 10, 2026, 11:43 a.m.
NED2 Entity disambiguation (via description) batch_6a00705453c081909e8401024e92b5aa completed May 10, 2026, 11:47 a.m.
Created at: April 10, 2026, 5:16 a.m.