Triple

T15074849
Position Surface form Disambiguated ID Type / Status
Subject 4 the Cause E379971 entity
Predicate hasMember P10 FINISHED
Object Shonna Edwards
Shonna Edwards is a singer best known as a member of the 1990s American R&B group 4 the Cause.
E1147756 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: Shonna Edwards | Statement: [4 the Cause, hasMember, Shonna Edwards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shonna Edwards
Context triple: [4 the Cause, hasMember, Shonna Edwards]
  • A. Shonna Tucker
    Shonna Tucker is an American bassist and singer-songwriter best known for her work in Southern rock and alt-country, including her tenure with the band Drive-By Truckers and her own project, Shonna Tucker & Eye Candy.
  • B. Sharonda Jones
    Sharonda Jones is best known as the wife of Shawn Stockman, a member of the R&B group Boyz II Men.
  • C. Petra Williams
    Petra Williams is a fictional character appearing in the narrative of "Inferno."
  • D. Shanté Smith
    Shanté Smith is the savvy, self-assured protagonist of the romantic comedy film "Two Can Play That Game," known for her strategic approach to relationships and dating.
  • E. Kiesha Williams
    Kiesha Williams is a central character on the television drama series "The Chi," known for her coming-of-age journey amid the challenges of life on Chicago’s South Side.
  • 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: Shonna Edwards
Triple: [4 the Cause, hasMember, Shonna Edwards]
Generated description
Shonna Edwards is a singer best known as a member of the 1990s American R&B group 4 the Cause.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shonna Edwards
Target entity description: Shonna Edwards is a singer best known as a member of the 1990s American R&B group 4 the Cause.
  • A. Shonna Tucker
    Shonna Tucker is an American bassist and singer-songwriter best known for her work in Southern rock and alt-country, including her tenure with the band Drive-By Truckers and her own project, Shonna Tucker & Eye Candy.
  • B. Sharonda Jones
    Sharonda Jones is best known as the wife of Shawn Stockman, a member of the R&B group Boyz II Men.
  • C. Petra Williams
    Petra Williams is a fictional character appearing in the narrative of "Inferno."
  • D. Shanté Smith
    Shanté Smith is the savvy, self-assured protagonist of the romantic comedy film "Two Can Play That Game," known for her strategic approach to relationships and dating.
  • E. Kiesha Williams
    Kiesha Williams is a central character on the television drama series "The Chi," known for her coming-of-age journey amid the challenges of life on Chicago’s South Side.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dff7fb60448190b454386dd762644d completed April 15, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69feef61cf80819096a3cb611f5af9fc completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69feefe8c4ec819085ccab5048c1db28 completed May 9, 2026, 8:27 a.m.
NED2 Entity disambiguation (via description) batch_69fef0c5d2608190970e901e3986077c completed May 9, 2026, 8:31 a.m.
Created at: April 10, 2026, 3:02 a.m.