Triple

T16007157
Position Surface form Disambiguated ID Type / Status
Subject Stacey Abrams E388247 entity
Predicate notableWork P4 FINISHED
Object Lead from the Outside
Lead from the Outside is a leadership and strategy book by Stacey Abrams that offers practical guidance for marginalized and underrepresented people seeking to gain power and influence.
 E1190409 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: Lead from the Outside | Statement: [Stacey Abrams, notableWork, Lead from the Outside]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lead from the Outside
Context triple: [Stacey Abrams, notableWork, Lead from the Outside]
  • A. Get the Lead Out
    "Get the Lead Out" is a hard rock song by the American band Aerosmith from their 1976 album "Rocks."
  • B. Take the Lead
    Take the Lead is a 2006 dance drama film inspired by the true story of a ballroom dancer who volunteers to teach inner-city high school students, blending classical ballroom with hip-hop.
  • C. Where You Lead
    "Where You Lead" is a song by Carole King, best known from her 1971 album Tapestry and later as the theme for the television series Gilmore Girls.
  • D. Lead Me
    "Lead Me" is a song by the American alternative rock band The Dandy Warhols from their 2005 album *Blame the Vain*.
  • E. Lead the Way
    "Lead the Way" is a song by Mariah Carey from her 2001 album *Glitter*, showcasing her powerful vocal range in an R&B ballad style.
  • 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: Lead from the Outside
Triple: [Stacey Abrams, notableWork, Lead from the Outside]
Generated description
Lead from the Outside is a leadership and strategy book by Stacey Abrams that offers practical guidance for marginalized and underrepresented people seeking to gain power and influence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lead from the Outside
Target entity description: Lead from the Outside is a leadership and strategy book by Stacey Abrams that offers practical guidance for marginalized and underrepresented people seeking to gain power and influence.
  • A. Get the Lead Out
    "Get the Lead Out" is a hard rock song by the American band Aerosmith from their 1976 album "Rocks."
  • B. Take the Lead
    Take the Lead is a 2006 dance drama film inspired by the true story of a ballroom dancer who volunteers to teach inner-city high school students, blending classical ballroom with hip-hop.
  • C. Where You Lead
    "Where You Lead" is a song by Carole King, best known from her 1971 album Tapestry and later as the theme for the television series Gilmore Girls.
  • D. Lead Me
    "Lead Me" is a song by the American alternative rock band The Dandy Warhols from their 2005 album *Blame the Vain*.
  • E. Lead the Way
    "Lead the Way" is a song by Mariah Carey from her 2001 album *Glitter*, showcasing her powerful vocal range in an R&B ballad style.
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e15800246c8190a298c5f96478c396 completed April 16, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf20c5348190b42c2e01e8ef5ea8 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffcfcb9c448190bac3060eef239382 completed May 10, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69ffd94cf4fc81909eee76f74e79b3d1 completed May 10, 2026, 1:03 a.m.
Created at: April 10, 2026, 4:55 a.m.