Triple

T16147987
Position Surface form Disambiguated ID Type / Status
Subject The PJs E391836 entity
Predicate mainCharacter P1183 FINISHED
Object Thurgood Stubbs
Thurgood Stubbs is the gruff, wisecracking superintendent and central figure of the stop-motion animated sitcom "The PJs," known for his misadventures in an inner-city housing project.
E1197002 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: Thurgood Stubbs | Statement: [The PJs, mainCharacter, Thurgood Stubbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thurgood Stubbs
Context triple: [The PJs, mainCharacter, Thurgood Stubbs]
  • A. Thurgood Jenkins
    Thurgood Jenkins is the bumbling, good-hearted stoner protagonist of the 1998 cannabis comedy film "Half Baked," played by Dave Chappelle.
  • B. Thurgood Marshall Jr.
    Thurgood Marshall Jr. is an American lawyer and former White House Cabinet Secretary who is the son of Supreme Court Justice Thurgood Marshall.
  • C. Charles Hamilton Houston
    Charles Hamilton Houston was a pioneering African American lawyer and civil rights strategist whose legal work laid the groundwork for the Supreme Court’s decision in Brown v. Board of Education.
  • D. Sumner W. Jackson
    Sumner W. Jackson was an American physician and U.S. Army officer in Paris during World War II who became known for aiding the French Resistance and was ultimately killed in a Nazi concentration camp.
  • E. Charles Houston
    Charles Houston was an American mountaineer and physician renowned for his pioneering high-altitude expeditions, including early attempts on K2 and other major peaks.
  • 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: Thurgood Stubbs
Triple: [The PJs, mainCharacter, Thurgood Stubbs]
Generated description
Thurgood Stubbs is the gruff, wisecracking superintendent and central figure of the stop-motion animated sitcom "The PJs," known for his misadventures in an inner-city housing project.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thurgood Stubbs
Target entity description: Thurgood Stubbs is the gruff, wisecracking superintendent and central figure of the stop-motion animated sitcom "The PJs," known for his misadventures in an inner-city housing project.
  • A. Thurgood Jenkins
    Thurgood Jenkins is the bumbling, good-hearted stoner protagonist of the 1998 cannabis comedy film "Half Baked," played by Dave Chappelle.
  • B. Thurgood Marshall Jr.
    Thurgood Marshall Jr. is an American lawyer and former White House Cabinet Secretary who is the son of Supreme Court Justice Thurgood Marshall.
  • C. Charles Hamilton Houston
    Charles Hamilton Houston was a pioneering African American lawyer and civil rights strategist whose legal work laid the groundwork for the Supreme Court’s decision in Brown v. Board of Education.
  • D. Sumner W. Jackson
    Sumner W. Jackson was an American physician and U.S. Army officer in Paris during World War II who became known for aiding the French Resistance and was ultimately killed in a Nazi concentration camp.
  • E. Charles Houston
    Charles Houston was an American mountaineer and physician renowned for his pioneering high-altitude expeditions, including early attempts on K2 and other major peaks.
  • 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21d9551e081908391061b092ff31b completed April 17, 2026, 11:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7a7dc3481909f933acd72d6feff completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff81bb0008190947eeff64dc8eb88 completed May 10, 2026, 3:14 a.m.
NED2 Entity disambiguation (via description) batch_69fff8905ce48190b99f8cc3504efba2 completed May 10, 2026, 3:16 a.m.
Created at: April 10, 2026, 5:01 a.m.