Triple

T20388360
Position Surface form Disambiguated ID Type / Status
Subject Stephen Geoffreys E498017 entity
Predicate hasFilmRole P74071 FINISHED
Object Williams in Heaven Help Us
Williams in "Heaven Help Us" is a mischievous and wisecracking Catholic school student who provides much of the film’s comic relief.
 E1427592 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: Williams in Heaven Help Us | Statement: [Stephen Geoffreys, hasFilmRole, Williams in Heaven Help Us]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Williams in Heaven Help Us
Context triple: [Stephen Geoffreys, hasFilmRole, Williams in Heaven Help Us]
  • A. He Will, He Will
    "He Will, He Will" is a song recorded by Kenny Rogers and The First Edition, featured on their 1970 country-rock/gospel-influenced album *Tell It All Brother*.
  • B. Heaven Help Us All
    "Heaven Help Us All" is a socially conscious soul song written by Ron Miller and most famously recorded by Stevie Wonder in 1970.
  • C. Willin’
    "Willin’" is a country-rock song written by Lowell George that became one of the signature tracks of his band Little Feat.
  • D. Heaven Knows
    "Heaven Knows" is a song featured on Lenny Kravitz's album *Blue Electric Light*.
  • E. Heaven Knows
    "Heaven Knows" is a 1985 soulful pop single by British singer Jaki Graham that became one of her signature hits in the mid-1980s.
  • 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: Williams in Heaven Help Us
Triple: [Stephen Geoffreys, hasFilmRole, Williams in Heaven Help Us]
Generated description
Williams in "Heaven Help Us" is a mischievous and wisecracking Catholic school student who provides much of the film’s comic relief.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Williams in Heaven Help Us
Target entity description: Williams in "Heaven Help Us" is a mischievous and wisecracking Catholic school student who provides much of the film’s comic relief.
  • A. He Will, He Will
    "He Will, He Will" is a song recorded by Kenny Rogers and The First Edition, featured on their 1970 country-rock/gospel-influenced album *Tell It All Brother*.
  • B. Heaven Help Us All
    "Heaven Help Us All" is a socially conscious soul song written by Ron Miller and most famously recorded by Stevie Wonder in 1970.
  • C. Willin’
    "Willin’" is a country-rock song written by Lowell George that became one of the signature tracks of his band Little Feat.
  • D. Heaven Knows
    "Heaven Knows" is a song by the American punk rock band Rise Against from their album "Revolutions per Minute."
  • E. Heaven Knows
    "Heaven Knows" is a song featured on Lenny Kravitz's album *Blue Electric Light*.
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6790d9e5881908bde7da9e5e541a0 completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08761fdb8481908a4b9975c96aade9 completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a0876b11c248190aefac57c32293ff0 completed May 16, 2026, 1:52 p.m.
NED2 Entity disambiguation (via description) batch_6a08772501e08190b6c104b3270cf2da completed May 16, 2026, 1:54 p.m.
Created at: April 16, 2026, 11:28 a.m.