Triple

T12011072
Position Surface form Disambiguated ID Type / Status
Subject United States v. Munoz-Flores E285905 entity
Predicate respondent P2238 FINISHED
Object Humberto Munoz-Flores
Humberto Munoz-Flores was the criminal defendant whose challenge to a federal statute’s constitutionality led to the U.S. Supreme Court case United States v. Munoz-Flores.
 E1026357 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: Humberto Munoz-Flores | Statement: [United States v. Munoz-Flores, respondent, Humberto Munoz-Flores]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Humberto Munoz-Flores
Context triple: [United States v. Munoz-Flores, respondent, Humberto Munoz-Flores]
  • A. Mauro F. Guillén
    Mauro F. Guillén is a Spanish-American sociologist and management scholar known for his work on globalization, economic sociology, and future trends, and for holding prominent academic leadership roles at top business schools.
  • B. Jorge A. Jimenez
    Jorge A. Jimenez is an actor known for his role in the action drama film "Mercury Plains."
  • C. Jorge M. Pérez
    Jorge M. Pérez is a prominent Miami-based real estate developer, billionaire, and philanthropist known for his major contributions to the arts and urban development.
  • D. Octavio E. Rodriguez
    Octavio E. Rodriguez is an animation filmmaker and storyboard artist best known for co-directing the animated feature film "Ron’s Gone Wrong."
  • E. Mauricio J. Mixco
    Mauricio J. Mixco is a linguist known for his documentation and analysis of indigenous languages of the Americas, particularly those of the Uto-Aztecan family and the Baja California region.
  • 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: Humberto Munoz-Flores
Triple: [United States v. Munoz-Flores, respondent, Humberto Munoz-Flores]
Generated description
Humberto Munoz-Flores was the criminal defendant whose challenge to a federal statute’s constitutionality led to the U.S. Supreme Court case United States v. Munoz-Flores.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Humberto Munoz-Flores
Target entity description: Humberto Munoz-Flores was the criminal defendant whose challenge to a federal statute’s constitutionality led to the U.S. Supreme Court case United States v. Munoz-Flores.
  • A. Mauro F. Guillén
    Mauro F. Guillén is a Spanish-American sociologist and management scholar known for his work on globalization, economic sociology, and future trends, and for holding prominent academic leadership roles at top business schools.
  • B. Jorge A. Jimenez
    Jorge A. Jimenez is an actor known for his role in the action drama film "Mercury Plains."
  • C. Jorge M. Pérez
    Jorge M. Pérez is a prominent Miami-based real estate developer, billionaire, and philanthropist known for his major contributions to the arts and urban development.
  • D. Octavio E. Rodriguez
    Octavio E. Rodriguez is an animation filmmaker and storyboard artist best known for co-directing the animated feature film "Ron’s Gone Wrong."
  • E. Mauricio J. Mixco
    Mauricio J. Mixco is a linguist known for his documentation and analysis of indigenous languages of the Americas, particularly those of the Uto-Aztecan family and the Baja California region.
  • 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_69d6ab45a368819084fce08bf0dc3705 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903d7777481908cd5a001f75e2ee3 completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f5b3ced0819083382a0aceda171a completed May 3, 2026, 7:13 a.m.
NEDg Description generation batch_69f6f6ba509c8190a99426ba4506d31f completed May 3, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6f812ae048190907b8def6b0d019c completed May 3, 2026, 7:24 a.m.
Created at: April 8, 2026, 9:46 p.m.