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.