Triple
T14488500
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | I Want Love |
E359300
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Zach Skelton
Zach Skelton is a songwriter and producer known for co-writing contemporary pop tracks such as “I Want Love.”
|
E1125143
|
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: Zach Skelton | Statement: [I Want Love, writer, Zach Skelton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zach Skelton Context triple: [I Want Love, writer, Zach Skelton]
-
A.
Zach Hanson
Zach Hanson is an American musician best known as the youngest member and drummer of the pop-rock band Hanson.
-
B.
Zach Sweeney
Zach Sweeney is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Sweeney.
-
C.
Zach Clayton
Zach Clayton was an American professional wrestling referee best known for officiating major matches during the sport’s territorial era.
-
D.
Zach Roerig
Zach Roerig is an American actor best known for playing Matt Donovan on the supernatural drama television series "The Vampire Diaries."
-
E.
Zach Mills
Zach Mills is an American actor best known for his role in the science fiction film "Super 8" and other family-oriented movies and television projects.
- 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: Zach Skelton Triple: [I Want Love, writer, Zach Skelton]
Generated description
Zach Skelton is a songwriter and producer known for co-writing contemporary pop tracks such as “I Want Love.”
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zach Skelton Target entity description: Zach Skelton is a songwriter and producer known for co-writing contemporary pop tracks such as “I Want Love.”
-
A.
Zach Hanson
Zach Hanson is an American musician best known as the youngest member and drummer of the pop-rock band Hanson.
-
B.
Zach Sweeney
Zach Sweeney is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Sweeney.
-
C.
Zach Clayton
Zach Clayton was an American professional wrestling referee best known for officiating major matches during the sport’s territorial era.
-
D.
Zach Roerig
Zach Roerig is an American actor best known for playing Matt Donovan on the supernatural drama television series "The Vampire Diaries."
-
E.
Zach Mills
Zach Mills is an American actor best known for his role in the science fiction film "Super 8" and other family-oriented movies and television projects.
- 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_69d8279740308190af9df93a3af8592e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de930bd1d48190abd6c47da0a3ebc8 |
completed | April 14, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe6b3da8f08190b70b08532dfc22ba |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6ca6ac348190a6cad17523489561 |
completed | May 8, 2026, 11:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6de49480819087b36c070c434bf7 |
completed | May 8, 2026, 11:12 p.m. |
Created at: April 10, 2026, 1:20 a.m.