Triple

T2568633
Position Surface form Disambiguated ID Type / Status
Subject Plyler v. Doe E57611 entity
Predicate hasPetitioner P3132 FINISHED
Object James Plyler
James Plyler was the superintendent of the Tyler, Texas Independent School District who became the named petitioner in the landmark U.S. Supreme Court case Plyler v. Doe challenging the denial of public education to undocumented children.
E279440 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: James Plyler | Statement: [Plyler v. Doe, hasPetitioner, James Plyler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Plyler
Context triple: [Plyler v. Doe, hasPetitioner, James Plyler]
  • A. Douglas John Fisher
    Douglas John Fisher is an American Episcopal bishop who serves as the spiritual and administrative leader of the Episcopal Diocese of Western Massachusetts.
  • B. James Heckman
    James Heckman is a Nobel Prize–winning American economist renowned for his work on econometrics and the economics of human development, particularly the importance of early childhood education and skill formation.
  • C. David Learner
    David Learner is a British actor best known for physically portraying Marvin the Paranoid Android in the BBC television adaptation of "The Hitchhiker's Guide to the Galaxy."
  • D. Iven C. Kincheloe Jr.
    Iven C. Kincheloe Jr. was a pioneering U.S. Air Force test pilot and Korean War ace renowned for his high-altitude experimental flights and contributions to early spaceflight research.
  • E. Pat Hanrahan
    Pat Hanrahan is a computer graphics pioneer, Stanford professor, and Turing Award–winning researcher best known for co-founding Tableau and his influential work on rendering and visualization.
  • 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: James Plyler
Triple: [Plyler v. Doe, hasPetitioner, James Plyler]
Generated description
James Plyler was the superintendent of the Tyler, Texas Independent School District who became the named petitioner in the landmark U.S. Supreme Court case Plyler v. Doe challenging the denial of public education to undocumented children.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Plyler
Target entity description: James Plyler was the superintendent of the Tyler, Texas Independent School District who became the named petitioner in the landmark U.S. Supreme Court case Plyler v. Doe challenging the denial of public education to undocumented children.
  • A. Douglas John Fisher
    Douglas John Fisher is an American Episcopal bishop who serves as the spiritual and administrative leader of the Episcopal Diocese of Western Massachusetts.
  • B. James Heckman
    James Heckman is a Nobel Prize–winning American economist renowned for his work on econometrics and the economics of human development, particularly the importance of early childhood education and skill formation.
  • C. David Learner
    David Learner is a British actor best known for physically portraying Marvin the Paranoid Android in the BBC television adaptation of "The Hitchhiker's Guide to the Galaxy."
  • D. Iven C. Kincheloe Jr.
    Iven C. Kincheloe Jr. was a pioneering U.S. Air Force test pilot and Korean War ace renowned for his high-altitude experimental flights and contributions to early spaceflight research.
  • E. Pat Hanrahan
    Pat Hanrahan is a computer graphics pioneer, Stanford professor, and Turing Award–winning researcher best known for co-founding Tableau and his influential work on rendering and visualization.
  • 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_69ab4a51410081908501dcf8bad9adc4 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd36191848190b6255fa9029429bd completed March 7, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69af6569e38881908d1492277fe0c60c completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af67330d4c8190945b6ce8d20546ab completed March 10, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_69af68c5ad9c8190bc5ef698963685b2 completed March 10, 2026, 12:41 a.m.
Created at: March 6, 2026, 9:48 p.m.