Triple

T5577748
Position Surface form Disambiguated ID Type / Status
Subject 98 Degrees E146362 entity
Predicate collaboratedWith P435 FINISHED
Object Joe
Joe is an American R&B singer and songwriter known for smooth ballads and hits like "I Wanna Know" and "All the Things (Your Man Won't Do)."
 E159307 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: Joe | Statement: [98 Degrees, collaboratedWith, Joe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joe
Context triple: [98 Degrees, collaboratedWith, Joe]
  • A. Joe
    Joe is the given name of Joe Rosenthal, the American photographer famous for his iconic World War II image of the flag raising on Iwo Jima.
  • B. Joe
    Joe is a central character in the classic 1959 comedy film "Some Like It Hot," where he is one of two musicians who disguise themselves as women to escape mobsters.
  • C. Joe
    Joe is a central character in the musical "The Most Happy Fella," serving as the young, attractive ranch hand whose romantic involvement complicates the story’s love triangle.
  • D. Joe
    Joe is a central character in the musical "Show Boat," known as the African American dock worker who delivers the iconic song "Ol' Man River."
  • E. Joe
    Joe is a notable artwork created by Japanese photographer and artist Hiroshi Sugimoto.
  • 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: Joe
Triple: [98 Degrees, collaboratedWith, Joe]
Generated description
Joe is an American R&B singer and songwriter known for smooth ballads and hits like "I Wanna Know" and "All the Things (Your Man Won't Do)."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joe
Target entity description: Joe is an American R&B singer and songwriter known for smooth ballads and hits like "I Wanna Know" and "All the Things (Your Man Won't Do)."
  • A. Joe chosen
    Joe is an American R&B singer and songwriter known for his smooth vocals and romantic ballads, particularly popular in the late 1990s and early 2000s.
  • B. Joe
    Joe is a central character in the musical "Show Boat," known as the African American dock worker who delivers the iconic song "Ol' Man River."
  • C. Joe
    Joe is a common masculine given name, often a short form of Joseph, used widely in English-speaking countries.
  • D. Joe
    Joe is the given name of Joe Nickell, an American investigator and author known for his work examining alleged paranormal and mysterious phenomena.
  • E. Joe
    Joe is a notable artwork created by Japanese photographer and artist Hiroshi Sugimoto.
  • F. None of above.

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_69c008ffed108190a084602227af6157 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0206ae4808190971d89243db94475 completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a139a20c819085f0f4b5105b3aef completed March 23, 2026, 2:11 a.m.
NEDg Description generation batch_69c0a1faf7d48190ad2d5f43ef37da82 completed March 23, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69c0a2e17cd88190a54f5166fe5c654a completed March 23, 2026, 2:18 a.m.
Created at: March 22, 2026, 3:37 p.m.