Triple

T2568637
Position Surface form Disambiguated ID Type / Status
Subject Plyler v. Doe E57611 entity
Predicate challengedStatute P10247 FINISHED
Object Texas Education Code §21.031
Texas Education Code §21.031 was a Texas statute that denied state funding for the education of undocumented children and authorized school districts to exclude them from public schools.
 E279443 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: Texas Education Code §21.031 | Statement: [Plyler v. Doe, challengedStatute, Texas Education Code §21.031]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas Education Code §21.031
Context triple: [Plyler v. Doe, challengedStatute, Texas Education Code §21.031]
  • A. Texas Government Code
    The Texas Government Code is a compilation of state laws that organizes and governs the structure, powers, and procedures of Texas government institutions and officials.
  • B. Texas Election Code
    The Texas Election Code is the body of state law that comprehensively regulates the conduct, administration, and procedures of elections in Texas.
  • C. Texas Estates Code
    The Texas Estates Code is a body of Texas state law that governs matters such as wills, probate, estate administration, and related proceedings in the state’s courts.
  • D. Texas Penal Code
    The Texas Penal Code is the primary body of law in Texas that defines criminal offenses and prescribes their corresponding punishments.
  • E. Texas Natural Resources Code
    The Texas Natural Resources Code is a body of state law that governs the conservation, management, and protection of Texas’s natural resources, including land, water, minerals, and cultural heritage sites.
  • 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: Texas Education Code §21.031
Triple: [Plyler v. Doe, challengedStatute, Texas Education Code §21.031]
Generated description
Texas Education Code §21.031 was a Texas statute that denied state funding for the education of undocumented children and authorized school districts to exclude them from public schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas Education Code §21.031
Target entity description: Texas Education Code §21.031 was a Texas statute that denied state funding for the education of undocumented children and authorized school districts to exclude them from public schools.
  • A. Texas Government Code
    The Texas Government Code is a compilation of state laws that organizes and governs the structure, powers, and procedures of Texas government institutions and officials.
  • B. Texas Election Code
    The Texas Election Code is the body of state law that comprehensively regulates the conduct, administration, and procedures of elections in Texas.
  • C. Texas Estates Code
    The Texas Estates Code is a body of Texas state law that governs matters such as wills, probate, estate administration, and related proceedings in the state’s courts.
  • D. Texas Penal Code
    The Texas Penal Code is the primary body of law in Texas that defines criminal offenses and prescribes their corresponding punishments.
  • E. Texas Natural Resources Code
    The Texas Natural Resources Code is a body of state law that governs the conservation, management, and protection of Texas’s natural resources, including land, water, minerals, and cultural heritage sites.
  • 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.