Triple

T560732
Position Surface form Disambiguated ID Type / Status
Subject Robert Downey Jr. E13443 entity
Predicate notableWork P4 FINISHED
Object Less Than Zero
Less Than Zero is a 1987 American drama film, loosely based on Bret Easton Ellis’s novel, that follows wealthy Los Angeles teenagers spiraling into drug addiction and moral decay.
E70277 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: Less Than Zero | Statement: [Robert Downey Jr., notableWork, Less Than Zero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Less Than Zero
Context triple: [Robert Downey Jr., notableWork, Less Than Zero]
  • A. Midnight Madness
    Midnight Madness is a popular late-night program at the Toronto International Film Festival that showcases genre films such as horror, action, and cult cinema.
  • B. Down and Out in Beverly Hills
    Down and Out in Beverly Hills is a 1986 American comedy film about a wealthy but dysfunctional Beverly Hills family whose lives are upended when they take in a suicidal homeless man.
  • C. Darkness on the Edge of Town
    "Darkness on the Edge of Town" is a critically acclaimed 1978 rock album by Bruce Springsteen known for its gritty, blue-collar themes and emotionally intense songwriting.
  • D. Chain of Fools
    "Chain of Fools" is a classic 1967 soul song performed by Aretha Franklin, renowned for its powerful vocals, driving groove, and enduring influence in R&B music.
  • E. Once in a Lifetime
    "Once in a Lifetime" is a satirical stage comedy co-written by Moss Hart and George S. Kaufman that lampoons Hollywood’s chaotic transition from silent films to talkies.
  • 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: Less Than Zero
Triple: [Robert Downey Jr., notableWork, Less Than Zero]
Generated description
Less Than Zero is a 1987 American drama film, loosely based on Bret Easton Ellis’s novel, that follows wealthy Los Angeles teenagers spiraling into drug addiction and moral decay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Less Than Zero
Target entity description: Less Than Zero is a 1987 American drama film, loosely based on Bret Easton Ellis’s novel, that follows wealthy Los Angeles teenagers spiraling into drug addiction and moral decay.
  • A. Midnight Madness
    Midnight Madness is a popular late-night program at the Toronto International Film Festival that showcases genre films such as horror, action, and cult cinema.
  • B. Down and Out in Beverly Hills
    Down and Out in Beverly Hills is a 1986 American comedy film about a wealthy but dysfunctional Beverly Hills family whose lives are upended when they take in a suicidal homeless man.
  • C. Darkness on the Edge of Town
    "Darkness on the Edge of Town" is a critically acclaimed 1978 rock album by Bruce Springsteen known for its gritty, blue-collar themes and emotionally intense songwriting.
  • D. Chain of Fools
    "Chain of Fools" is a classic 1967 soul song performed by Aretha Franklin, renowned for its powerful vocals, driving groove, and enduring influence in R&B music.
  • E. Once in a Lifetime
    "Once in a Lifetime" is a satirical stage comedy co-written by Moss Hart and George S. Kaufman that lampoons Hollywood’s chaotic transition from silent films to talkies.
  • 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_69a4933edcf08190b35ecfd6014caee6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a499e2795c8190903240e79964156d completed March 1, 2026, 7:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e9bd6c44819094ba815966ca7937 completed March 2, 2026, 1:37 a.m.
NEDg Description generation batch_69a4ea332c2081909a615287ad0629be completed March 2, 2026, 1:38 a.m.
NED2 Entity disambiguation (via description) batch_69a4eadfefec81908fc3c2522fe79969 completed March 2, 2026, 1:41 a.m.
Created at: March 1, 2026, 7:32 p.m.