Triple

T2997211
Position Surface form Disambiguated ID Type / Status
Subject Soulshock & Karlin E81097 entity
Predicate workedWithArtist P8554 FINISHED
Object JoJo
JoJo is an American singer and songwriter known for her powerful vocals and early 2000s pop and R&B hits like "Leave (Get Out)" and "Too Little Too Late."
 E319117 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: JoJo | Statement: [Soulshock & Karlin, workedWithArtist, JoJo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: JoJo
Context triple: [Soulshock & Karlin, workedWithArtist, JoJo]
  • A. Jo
    Jo is a given name used across various cultures, often as a short form of names like Joseph, Joanna, or Jonathan.
  • B. JuJu
    JuJu is a 1965 hard bop jazz album by saxophonist Wayne Shorter, noted for its adventurous compositions and contributions to the post-bop canon.
  • C. Jos
    Jos is a major city in central Nigeria known for its relatively temperate climate, tin mining history, and role as an administrative and commercial center.
  • D. JO
    JO is the two-letter ISO 3166-1 alpha-2 country code assigned to the Hashemite Kingdom of Jordan.
  • E. Jon
    Jon is a masculine given name, often used as a shortened form or variant of names like Jonathan or John.
  • 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: JoJo
Triple: [Soulshock & Karlin, workedWithArtist, JoJo]
Generated description
JoJo is an American singer and songwriter known for her powerful vocals and early 2000s pop and R&B hits like "Leave (Get Out)" and "Too Little Too Late."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: JoJo
Target entity description: JoJo is an American singer and songwriter known for her powerful vocals and early 2000s pop and R&B hits like "Leave (Get Out)" and "Too Little Too Late."
  • A. Jo
    Jo is a given name used across various cultures, often as a short form of names like Joseph, Joanna, or Jonathan.
  • B. JuJu
    JuJu is a 1965 hard bop jazz album by saxophonist Wayne Shorter, noted for its adventurous compositions and contributions to the post-bop canon.
  • C. Jos
    Jos is a major city in central Nigeria known for its relatively temperate climate, tin mining history, and role as an administrative and commercial center.
  • D. JO
    JO is the two-letter ISO 3166-1 alpha-2 country code assigned to the Hashemite Kingdom of Jordan.
  • E. Jon
    Jon is a masculine given name, often used as a shortened form or variant of names like Jonathan or John.
  • 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_69ad8b187fc8819085914d3c9ea3142d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99f612148190a5a565ba2ecc4fc0 completed March 8, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b12e419e508190be23a2d413357058 completed March 11, 2026, 8:56 a.m.
NEDg Description generation batch_69b1326a2c088190b58fc0a35fe728ea completed March 11, 2026, 9:14 a.m.
NED2 Entity disambiguation (via description) batch_69b1d35cf53c81909738765bef09535b completed March 11, 2026, 8:41 p.m.
Created at: March 8, 2026, 2:59 p.m.