Triple

T5883034
Position Surface form Disambiguated ID Type / Status
Subject Mtume E130794 entity
Predicate associatedAct P37 FINISHED
Object Stephanie Mills
Stephanie Mills is an American R&B and soul singer best known for her powerful vocals and hit songs like "Never Knew Love Like This Before."
E553078 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: Stephanie Mills | Statement: [Mtume, associatedAct, Stephanie Mills]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephanie Mills
Context triple: [Mtume, associatedAct, Stephanie Mills]
  • A. Denise Ream
    Denise Ream is a film producer known for her work on major animated features, including Pixar's "Elemental."
  • B. Sylvia Miles
    Sylvia Miles was an American actress best known for her Oscar-nominated supporting role as a jaded New York socialite in the film "Midnight Cowboy."
  • C. Pamela Archer
    Pamela Archer was the second wife of famed American World War II hero and actor Audie Murphy, with whom she had two sons and remained married until his death.
  • D. Nina Warren
    Nina Warren was the wife of U.S. Chief Justice and former California Governor Earl Warren and a prominent political hostess and partner in his public life.
  • E. Kim Weston
    Kim Weston is an American soul and R&B singer best known for her 1960s Motown recordings and duets with Marvin Gaye.
  • 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: Stephanie Mills
Triple: [Mtume, associatedAct, Stephanie Mills]
Generated description
Stephanie Mills is an American R&B and soul singer best known for her powerful vocals and hit songs like "Never Knew Love Like This Before."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephanie Mills
Target entity description: Stephanie Mills is an American R&B and soul singer best known for her powerful vocals and hit songs like "Never Knew Love Like This Before."
  • A. Denise Ream
    Denise Ream is a film producer known for her work on major animated features, including Pixar's "Elemental."
  • B. Sylvia Miles
    Sylvia Miles was an American actress best known for her Oscar-nominated supporting role as a jaded New York socialite in the film "Midnight Cowboy."
  • C. Pamela Archer
    Pamela Archer was the second wife of famed American World War II hero and actor Audie Murphy, with whom she had two sons and remained married until his death.
  • D. Nina Warren
    Nina Warren was the wife of U.S. Chief Justice and former California Governor Earl Warren and a prominent political hostess and partner in his public life.
  • E. Kim Weston
    Kim Weston is an American soul and R&B singer best known for her 1960s Motown recordings and duets with Marvin Gaye.
  • 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_69c0085628dc8190b334c1b44c067efc completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03675747c81908936405c27c2719b completed March 22, 2026, 6:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b13330c88190b10f33843f10f51f completed March 23, 2026, 3:19 a.m.
NEDg Description generation batch_69c0b2442bf881908aeaecb46463e32d completed March 23, 2026, 3:23 a.m.
NED2 Entity disambiguation (via description) batch_69c0b2bc8b9c8190ab642d317056b1de completed March 23, 2026, 3:25 a.m.
Created at: March 22, 2026, 3:57 p.m.