Triple

T17158110
Position Surface form Disambiguated ID Type / Status
Subject James Williamson E416397 entity
Predicate coWriterOf P2389 FINISHED
Object I Need Somebody
"I Need Somebody" is a rock song co-written and performed by guitarist James Williamson, best known for his work with Iggy and the Stooges.
E1255008 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: I Need Somebody | Statement: [James Williamson, coWriterOf, I Need Somebody]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: I Need Somebody
Context triple: [James Williamson, coWriterOf, I Need Somebody]
  • A. You Might Need Somebody
    "You Might Need Somebody" is a soulful R&B ballad popularized by American jazz and R&B singer Randy Crawford, known for its smooth vocals and emotive, laid-back groove.
  • B. If I Needed Someone
    "If I Needed Someone" is a George Harrison–penned Beatles song, influenced by The Byrds' jangly guitar sound, that appears on their 1965 album Rubber Soul.
  • C. Somebody
    "Somebody" is a song featured on the album "The Lover in Me."
  • D. Use Somebody
    "Use Somebody" is a Grammy-winning rock ballad by American band Kings of Leon, known for its anthemic chorus and widespread commercial success.
  • E. Help Me Somebody
    "Help Me Somebody" is an experimental, sample-driven track by Brian Eno and David Byrne from their influential 1981 album *My Life in the Bush of Ghosts*, blending found vocals with innovative electronic and world music elements.
  • 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: I Need Somebody
Triple: [James Williamson, coWriterOf, I Need Somebody]
Generated description
"I Need Somebody" is a rock song co-written and performed by guitarist James Williamson, best known for his work with Iggy and the Stooges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: I Need Somebody
Target entity description: "I Need Somebody" is a rock song co-written and performed by guitarist James Williamson, best known for his work with Iggy and the Stooges.
  • A. You Might Need Somebody
    "You Might Need Somebody" is a soulful R&B ballad popularized by American jazz and R&B singer Randy Crawford, known for its smooth vocals and emotive, laid-back groove.
  • B. If I Needed Someone
    "If I Needed Someone" is a George Harrison–penned Beatles song, influenced by The Byrds' jangly guitar sound, that appears on their 1965 album Rubber Soul.
  • C. Somebody
    "Somebody" is a song featured on the album "The Lover in Me."
  • D. Use Somebody
    "Use Somebody" is a Grammy-winning rock ballad by American band Kings of Leon, known for its anthemic chorus and widespread commercial success.
  • E. Help Me Somebody
    "Help Me Somebody" is an experimental, sample-driven track by Brian Eno and David Byrne from their influential 1981 album *My Life in the Bush of Ghosts*, blending found vocals with innovative electronic and world music elements.
  • 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f40d7ef08190a587c7c56f5c8569 completed April 18, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0148356a8081909d0c82db32b3a744 completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014b63380c8190a5c23b7a7751bc7e completed May 11, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_6a014da3b3548190a1ee5a969884d1d0 completed May 11, 2026, 3:31 a.m.
Created at: April 10, 2026, 5:37 a.m.