Triple

T2905492
Position Surface form Disambiguated ID Type / Status
Subject Jean Speegle Howard E62751 entity
Predicate workedOn P3 FINISHED
Object Grace Under Fire
Grace Under Fire is an American sitcom from the 1990s that follows a single mother rebuilding her life after leaving an abusive marriage, known for its blend of blue-collar humor and serious social themes.
E310761 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: Grace Under Fire | Statement: [Jean Speegle Howard, workedOn, Grace Under Fire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grace Under Fire
Context triple: [Jean Speegle Howard, workedOn, Grace Under Fire]
  • A. Faithfully
    "Faithfully" is a 2001 R&B studio album by American singer Faith Evans that showcases her soulful vocals and blends contemporary R&B with hip-hop influences.
  • B. Faithfully
    "Faithfully" is a power ballad by the American rock band Journey, renowned for its emotive lyrics about love and life on the road.
  • C. Crossroads
    Crossroads is a long-running British television soap opera set in a Midlands motel, known for its melodramatic storylines and iconic status in UK popular culture.
  • D. St. Elmo's Fire
    St. Elmo's Fire is a 1985 coming-of-age film about a close-knit group of recent college graduates navigating adulthood, relationships, and personal crises.
  • E. Heartbreak Hill
    Heartbreak Hill is a country song by Emmylou Harris, known for its poignant lyrics and her signature emotive vocal 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: Grace Under Fire
Triple: [Jean Speegle Howard, workedOn, Grace Under Fire]
Generated description
Grace Under Fire is an American sitcom from the 1990s that follows a single mother rebuilding her life after leaving an abusive marriage, known for its blend of blue-collar humor and serious social themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grace Under Fire
Target entity description: Grace Under Fire is an American sitcom from the 1990s that follows a single mother rebuilding her life after leaving an abusive marriage, known for its blend of blue-collar humor and serious social themes.
  • A. Faithfully
    "Faithfully" is a 2001 R&B studio album by American singer Faith Evans that showcases her soulful vocals and blends contemporary R&B with hip-hop influences.
  • B. Faithfully
    "Faithfully" is a power ballad by the American rock band Journey, renowned for its emotive lyrics about love and life on the road.
  • C. Crossroads
    Crossroads is a long-running British television soap opera set in a Midlands motel, known for its melodramatic storylines and iconic status in UK popular culture.
  • D. St. Elmo's Fire
    St. Elmo's Fire is a 1985 coming-of-age film about a close-knit group of recent college graduates navigating adulthood, relationships, and personal crises.
  • E. Heartbreak Hill
    Heartbreak Hill is a country song by Emmylou Harris, known for its poignant lyrics and her signature emotive vocal 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_69ab4c3e070c8190b78d3d2c005876dd completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abe0cee7988190875665145c3cd605 completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0560e0cac819097ddc2702e4479f5 completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b062e280448190a494b6d3c119de7f completed March 10, 2026, 6:28 p.m.
NED2 Entity disambiguation (via description) batch_69b0633ee82c8190822a4b25a936add9 completed March 10, 2026, 6:30 p.m.
Created at: March 6, 2026, 10:11 p.m.