Triple

T7961758
Position Surface form Disambiguated ID Type / Status
Subject Madea’s Big Happy Family E184881 entity
Predicate featuresActor P15562 FINISHED
Object Palmer Williams Jr.
Palmer Williams Jr. is an American actor and comedian best known for his roles in Tyler Perry’s stage plays and television series, including recurring parts on "House of Payne" and "Love Thy Neighbor."
 E704729 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: Palmer Williams Jr. | Statement: [Madea’s Big Happy Family, featuresActor, Palmer Williams Jr.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Palmer Williams Jr.
Context triple: [Madea’s Big Happy Family, featuresActor, Palmer Williams Jr.]
  • A. Lamar Williams
    Lamar Williams was an American bassist best known for his work with the Allman Brothers Band in the 1970s, where he helped shape their Southern rock sound.
  • B. Len Williams
    Len Williams was a British classical guitar teacher and promoter best known as the father and early mentor of renowned guitarist John Williams.
  • C. Jason Williams
    Jason Williams is the brother of American actress Michelle Williams.
  • D. Jason Williams
    Jason Williams is a former American NBA point guard known for his flashy playmaking and crowd-pleasing style, particularly during his time with the Sacramento Kings.
  • E. Shelden Williams
    Shelden Williams is a former American professional basketball player who played in the NBA and overseas, known for his standout collegiate career at Duke University as a dominant defensive forward.
  • 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: Palmer Williams Jr.
Triple: [Madea’s Big Happy Family, featuresActor, Palmer Williams Jr.]
Generated description
Palmer Williams Jr. is an American actor and comedian best known for his roles in Tyler Perry’s stage plays and television series, including recurring parts on "House of Payne" and "Love Thy Neighbor."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Palmer Williams Jr.
Target entity description: Palmer Williams Jr. is an American actor and comedian best known for his roles in Tyler Perry’s stage plays and television series, including recurring parts on "House of Payne" and "Love Thy Neighbor."
  • A. Lamar Williams
    Lamar Williams was an American bassist best known for his work with the Allman Brothers Band in the 1970s, where he helped shape their Southern rock sound.
  • B. Len Williams
    Len Williams was a British classical guitar teacher and promoter best known as the father and early mentor of renowned guitarist John Williams.
  • C. Jason Williams
    Jason Williams is the brother of American actress Michelle Williams.
  • D. Jason Williams
    Jason Williams is a former American NBA point guard known for his flashy playmaking and crowd-pleasing style, particularly during his time with the Sacramento Kings.
  • E. Shelden Williams
    Shelden Williams is a former American professional basketball player who played in the NBA and overseas, known for his standout collegiate career at Duke University as a dominant defensive forward.
  • 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.