Triple

T16345227
Position Surface form Disambiguated ID Type / Status
Subject Little Girl Blue E396912 entity
Predicate hasTrack P3284 FINISHED
Object He Needs Me
"He Needs Me" is a song best known for its dreamy, vulnerable performance by Shelley Duvall in the 1980 film Popeye, later popularized through its use in Paul Thomas Anderson’s Punch-Drunk Love.
E1209441 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: He Needs Me | Statement: [Little Girl Blue, hasTrack, He Needs Me]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: He Needs Me
Context triple: [Little Girl Blue, hasTrack, He Needs Me]
  • A. If You Need Me
    "If You Need Me" is a song by American singer-songwriter Julia Michaels (born Julia Carin Cavazos), showcasing her emotive pop style and introspective lyricism.
  • B. She Needed Me
    She Needed Me is a novel by American author Walter Kirn, known for its darkly comic exploration of obsession and romantic delusion.
  • C. You Need Me
    "You Need Me" is a song by Mariah Carey from her self-titled debut album, showcasing her early pop and R&B style and vocal prowess.
  • D. You Needed Me
    "You Needed Me" is a 1978 soft rock ballad by Canadian singer Anne Murray that became one of her signature hits and won a Grammy Award.
  • E. As Long as He Needs Me
    "As Long as He Needs Me" is a torch song from the musical *Oliver!* in which the character Nancy expresses her conflicted, unwavering devotion to the abusive Bill Sikes.
  • 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: He Needs Me
Triple: [Little Girl Blue, hasTrack, He Needs Me]
Generated description
"He Needs Me" is a song best known for its dreamy, vulnerable performance by Shelley Duvall in the 1980 film Popeye, later popularized through its use in Paul Thomas Anderson’s Punch-Drunk Love.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: He Needs Me
Target entity description: "He Needs Me" is a song best known for its dreamy, vulnerable performance by Shelley Duvall in the 1980 film Popeye, later popularized through its use in Paul Thomas Anderson’s Punch-Drunk Love.
  • A. If You Need Me
    "If You Need Me" is a song by American singer-songwriter Julia Michaels (born Julia Carin Cavazos), showcasing her emotive pop style and introspective lyricism.
  • B. She Needed Me
    She Needed Me is a novel by American author Walter Kirn, known for its darkly comic exploration of obsession and romantic delusion.
  • C. You Need Me
    "You Need Me" is a song by Mariah Carey from her self-titled debut album, showcasing her early pop and R&B style and vocal prowess.
  • D. You Needed Me
    "You Needed Me" is a 1978 soft rock ballad by Canadian singer Anne Murray that became one of her signature hits and won a Grammy Award.
  • E. As Long as He Needs Me
    "As Long as He Needs Me" is a torch song from the musical *Oliver!* in which the character Nancy expresses her conflicted, unwavering devotion to the abusive Bill Sikes.
  • 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_69d87f26864c819088365ca381a003c2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2da0da1808190b6477613a07c7a88 completed April 18, 2026, 1:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a002db00b4081909573afc66366a91c completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a0031c7b4fc8190bd021e5a97441503 completed May 10, 2026, 7:20 a.m.
NED2 Entity disambiguation (via description) batch_6a00324016f881909a0c641e738138d4 completed May 10, 2026, 7:22 a.m.
Created at: April 10, 2026, 5:07 a.m.