Triple

T11241775
Position Surface form Disambiguated ID Type / Status
Subject Fernando Romero E266088 entity
Predicate notableWork P4 FINISHED
Object Hyperborder: The Contemporary U.S.–Mexico Border and Its Future
"Hyperborder: The Contemporary U.S.–Mexico Border and Its Future" is a book by architect Fernando Romero that analyzes the social, economic, and spatial dynamics of the U.S.–Mexico border region and explores scenarios for its future development.
E913462 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: Hyperborder: The Contemporary U.S.–Mexico Border and Its Future | Statement: [Fernando Romero, notableWork, Hyperborder: The Contemporary U.S.–Mexico Border and Its Future]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hyperborder: The Contemporary U.S.–Mexico Border and Its Future
Context triple: [Fernando Romero, notableWork, Hyperborder: The Contemporary U.S.–Mexico Border and Its Future]
  • A. Does North America Exist? Governing the Continent after NAFTA and 9/11
    "Does North America Exist? Governing the Continent after NAFTA and 9/11" is a scholarly book that analyzes the political, economic, and security integration of Canada, the United States, and Mexico in the wake of NAFTA and the post-9/11 security environment.
  • B. Immigration Wars: Forging an American Solution
    "Immigration Wars: Forging an American Solution" is a policy-focused book that outlines proposals for comprehensive U.S. immigration reform, co-authored by former Florida governor Jeb Bush.
  • C. Self-Portrait on the Borderline Between Mexico and the United States
    Self-Portrait on the Borderline Between Mexico and the United States is a 1932 painting by Frida Kahlo that symbolically contrasts Mexican and American cultures while depicting the artist standing between the two worlds.
  • D. Beyond the Nation-State
    "Beyond the Nation-State" is a seminal work in international relations and regional integration theory by Ernst B. Haas that explores how supranational institutions can transform the traditional system of sovereign nation-states.
  • E. The Tortilla Curtain
    The Tortilla Curtain is a 1995 novel by T.C. Boyle that explores immigration, racism, and class conflict in Southern California through the intersecting lives of a wealthy white couple and undocumented Mexican immigrants.
  • 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: Hyperborder: The Contemporary U.S.–Mexico Border and Its Future
Triple: [Fernando Romero, notableWork, Hyperborder: The Contemporary U.S.–Mexico Border and Its Future]
Generated description
"Hyperborder: The Contemporary U.S.–Mexico Border and Its Future" is a book by architect Fernando Romero that analyzes the social, economic, and spatial dynamics of the U.S.–Mexico border region and explores scenarios for its future development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hyperborder: The Contemporary U.S.–Mexico Border and Its Future
Target entity description: "Hyperborder: The Contemporary U.S.–Mexico Border and Its Future" is a book by architect Fernando Romero that analyzes the social, economic, and spatial dynamics of the U.S.–Mexico border region and explores scenarios for its future development.
  • A. Does North America Exist? Governing the Continent after NAFTA and 9/11
    "Does North America Exist? Governing the Continent after NAFTA and 9/11" is a scholarly book that analyzes the political, economic, and security integration of Canada, the United States, and Mexico in the wake of NAFTA and the post-9/11 security environment.
  • B. Immigration Wars: Forging an American Solution
    "Immigration Wars: Forging an American Solution" is a policy-focused book that outlines proposals for comprehensive U.S. immigration reform, co-authored by former Florida governor Jeb Bush.
  • C. Self-Portrait on the Borderline Between Mexico and the United States
    Self-Portrait on the Borderline Between Mexico and the United States is a 1932 painting by Frida Kahlo that symbolically contrasts Mexican and American cultures while depicting the artist standing between the two worlds.
  • D. Beyond the Nation-State
    "Beyond the Nation-State" is a seminal work in international relations and regional integration theory by Ernst B. Haas that explores how supranational institutions can transform the traditional system of sovereign nation-states.
  • E. The Tortilla Curtain
    The Tortilla Curtain is a 1995 novel by T.C. Boyle that explores immigration, racism, and class conflict in Southern California through the intersecting lives of a wealthy white couple and undocumented Mexican immigrants.
  • 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_69d6aac656d48190b275efaa7d6074ee completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e919eaf48190a1457851cfc56afb completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ad79e4788190af39186f37600a64 completed April 19, 2026, 10:24 a.m.
NEDg Description generation batch_69e4b12eee348190bee6c84587e4955d completed April 19, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69e4be2bb8c88190a21773b0c43b6b99 completed April 19, 2026, 11:36 a.m.
Created at: April 8, 2026, 9:30 p.m.