Triple

T7961739
Position Surface form Disambiguated ID Type / Status
Subject Madea’s Big Happy Family E184881 entity
Predicate character P662 FINISHED
Object Shirley
Shirley is a devout, long-suffering matriarch in Tyler Perry’s "Madea’s Big Happy Family," whose illness and desire to reunite her fractured family drive much of the film’s emotional core.
E704724 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: Shirley | Statement: [Madea’s Big Happy Family, character, Shirley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shirley
Context triple: [Madea’s Big Happy Family, character, Shirley]
  • A. Shirley
    Shirley is a small town in north-central Massachusetts served by commuter rail on the MBTA Fitchburg Line.
  • B. Shirley
    Shirley is the given name of Shirley Ann Jackson, a prominent American physicist and trailblazing academic leader.
  • C. Shirley
    "Shirley" is a social and political novel by Charlotte Brontë set during the industrial unrest of early 19th-century England, exploring themes of class conflict, gender roles, and economic hardship.
  • D. Shirley
    Shirley is a suburban area in the London Borough of Croydon, known for its residential neighborhoods and proximity to green spaces and nearby districts like West Wickham.
  • E. Shirley
    Shirley is a suburban area within the town of Solihull in the West Midlands, England, known for its residential neighborhoods and local shopping facilities.
  • 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: Shirley
Triple: [Madea’s Big Happy Family, character, Shirley]
Generated description
Shirley is a devout, long-suffering matriarch in Tyler Perry’s "Madea’s Big Happy Family," whose illness and desire to reunite her fractured family drive much of the film’s emotional core.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shirley
Target entity description: Shirley is a devout, long-suffering matriarch in Tyler Perry’s "Madea’s Big Happy Family," whose illness and desire to reunite her fractured family drive much of the film’s emotional core.
  • A. Shirley
    Shirley is the given name of Shirley Ann Jackson, a prominent American physicist and trailblazing academic leader.
  • B. Shirley
    Shirley is an English surname of Old English origin that has also become a common given name.
  • C. Shirley
    Shirley is a small town in north-central Massachusetts served by commuter rail on the MBTA Fitchburg Line.
  • D. Shirley
    Shirley is a suburban area within the town of Solihull in the West Midlands, England, known for its residential neighborhoods and local shopping facilities.
  • E. Shirley
    "Shirley" is a rock and roll song by Welsh singer Shakin' Stevens, known as one of his early hits.
  • 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_69ca8293a2388190aace944d7ed9c0c0 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b8256dc8190a4b73df7aded9097 completed March 31, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe08c36f48190b005c6c92ad813d0 completed March 31, 2026, 2:56 p.m.
NEDg Description generation batch_69cc46c11e68819087f5083bb85ec7ab completed March 31, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc47fa1524819089ef5b3f8bf7f670 completed March 31, 2026, 10:17 p.m.
Created at: March 30, 2026, 5:12 p.m.