Triple

T9996800
Position Surface form Disambiguated ID Type / Status
Subject Tommy Chong E197221 entity
Predicate notableWork P4 FINISHED
Object Things Are Tough All Over
Things Are Tough All Over is a 1982 stoner comedy film starring the duo Cheech Marin and Tommy Chong, following their misadventures as struggling musicians and limo drivers entangled in a money-smuggling scheme.
E834610 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: Things Are Tough All Over | Statement: [Tommy Chong, notableWork, Things Are Tough All Over]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Things Are Tough All Over
Context triple: [Tommy Chong, notableWork, Things Are Tough All Over]
  • A. It’s a Hard Life
    "It’s a Hard Life" is a 1984 rock ballad by the British band Queen, notable for Freddie Mercury’s operatic vocal style and its theatrical, opera-inspired music video.
  • B. Yesterday Was Hard on All of Us
    "Yesterday Was Hard on All of Us" is a melancholic, introspective song by British singer-songwriter Fink, known for its sparse acoustic arrangement and emotionally resonant lyrics.
  • C. That Stubborn Kinda Fellow
    That Stubborn Kinda Fellow is a 1962 Motown soul album by Marvin Gaye that helped establish him as a rising star with hits like "Stubborn Kind of Fellow."
  • D. It Ain't Easy
    "It Ain't Easy" is a reflective, introspective track by 2Pac that explores the hardships and moral struggles of life in the streets.
  • E. Trouble Don’t Last Always
    "Trouble Don’t Last Always" is a special standalone episode of the HBO drama series *Euphoria* that focuses on Rue’s emotional struggles in the aftermath of the Season 1 finale.
  • 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: Things Are Tough All Over
Triple: [Tommy Chong, notableWork, Things Are Tough All Over]
Generated description
Things Are Tough All Over is a 1982 stoner comedy film starring the duo Cheech Marin and Tommy Chong, following their misadventures as struggling musicians and limo drivers entangled in a money-smuggling scheme.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Things Are Tough All Over
Target entity description: Things Are Tough All Over is a 1982 stoner comedy film starring the duo Cheech Marin and Tommy Chong, following their misadventures as struggling musicians and limo drivers entangled in a money-smuggling scheme.
  • A. It’s a Hard Life
    "It’s a Hard Life" is a 1984 rock ballad by the British band Queen, notable for Freddie Mercury’s operatic vocal style and its theatrical, opera-inspired music video.
  • B. Yesterday Was Hard on All of Us
    "Yesterday Was Hard on All of Us" is a melancholic, introspective song by British singer-songwriter Fink, known for its sparse acoustic arrangement and emotionally resonant lyrics.
  • C. That Stubborn Kinda Fellow
    That Stubborn Kinda Fellow is a 1962 Motown soul album by Marvin Gaye that helped establish him as a rising star with hits like "Stubborn Kind of Fellow."
  • D. It Ain't Easy
    "It Ain't Easy" is a reflective, introspective track by 2Pac that explores the hardships and moral struggles of life in the streets.
  • E. Trouble Don’t Last Always
    "Trouble Don’t Last Always" is a special standalone episode of the HBO drama series *Euphoria* that focuses on Rue’s emotional struggles in the aftermath of the Season 1 finale.
  • 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_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcb9af6a88190942cc4991bd373c1 completed April 2, 2026, 1:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2583bd6948190b15a97187e81d958 completed April 5, 2026, 12:40 p.m.
NEDg Description generation batch_69d2594b5e5081908f7cc4af4d10b4a8 completed April 5, 2026, 12:44 p.m.
NED2 Entity disambiguation (via description) batch_69d25a30ad98819084dcd305e709c34d completed April 5, 2026, 12:48 p.m.
Created at: March 30, 2026, 8:51 p.m.