Triple

T13717534
Position Surface form Disambiguated ID Type / Status
Subject UGK E328940 entity
Predicate notableWork P4 FINISHED
Object Too Hard to Swallow
Too Hard to Swallow is the 1992 debut studio album by Southern hip hop duo UGK, widely regarded as a foundational record in the development of Southern rap.
 E1058283 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: Too Hard to Swallow | Statement: [UGK, notableWork, Too Hard to Swallow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Too Hard to Swallow
Context triple: [UGK, notableWork, Too Hard to Swallow]
  • A. Swallowed
    Swallowed is a 1994 song by the British rock band Bush, known for its grunge-influenced sound and success on alternative rock charts.
  • B. Don’t Swallow the Cap
    "Don’t Swallow the Cap" is a melancholic, lyrically introspective indie rock song by The National, featured on their 2013 album *Trouble Will Find Me*.
  • C. Chewed Up
    Chewed Up is a stand-up comedy special by Louis C.K. known for its dark, candid humor and incisive social commentary.
  • D. Suck It and See
    "Suck It and See" is the fourth studio album by English rock band Arctic Monkeys, known for its melodic guitar-driven sound and more reflective, romantic songwriting.
  • E. Taste the Pain
    "Taste the Pain" is a song by the Red Hot Chili Peppers, known for its melodic blend of funk rock and alternative rock and featured on their 1989 album "Mother's Milk."
  • 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: Too Hard to Swallow
Triple: [UGK, notableWork, Too Hard to Swallow]
Generated description
Too Hard to Swallow is the 1992 debut studio album by Southern hip hop duo UGK, widely regarded as a foundational record in the development of Southern rap.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Too Hard to Swallow
Target entity description: Too Hard to Swallow is the 1992 debut studio album by Southern hip hop duo UGK, widely regarded as a foundational record in the development of Southern rap.
  • A. Swallowed
    Swallowed is a 1994 song by the British rock band Bush, known for its grunge-influenced sound and success on alternative rock charts.
  • B. Don’t Swallow the Cap
    "Don’t Swallow the Cap" is a melancholic, lyrically introspective indie rock song by The National, featured on their 2013 album *Trouble Will Find Me*.
  • C. Chewed Up
    Chewed Up is a stand-up comedy special by Louis C.K. known for its dark, candid humor and incisive social commentary.
  • D. Suck It and See
    "Suck It and See" is the fourth studio album by English rock band Arctic Monkeys, known for its melodic guitar-driven sound and more reflective, romantic songwriting.
  • E. Taste the Pain
    "Taste the Pain" is a song by the Red Hot Chili Peppers, known for its melodic blend of funk rock and alternative rock and featured on their 1989 album "Mother's Milk."
  • 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_69d80770b9bc81909f70c8c317d53cff completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dd4398f0448190810c840a82228706 completed April 13, 2026, 7:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69f79d5878948190a2aaab2ba31bd1ed completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79e9e6ff88190b031fb1403cacabc completed May 3, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69f7a2d6e7ec81908a4cbc324e793c24 completed May 3, 2026, 7:32 p.m.
Created at: April 9, 2026, 9:54 p.m.