Triple

T10936390
Position Surface form Disambiguated ID Type / Status
Subject Joel Garreau E258342 entity
Predicate notableWork P4 FINISHED
Object Edge City: Life on the New Frontier
Edge City: Life on the New Frontier is a nonfiction book by Joel Garreau that analyzes the rise of suburban business and commercial hubs as a transformative new form of urban development in late 20th-century America.
E895138 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: Edge City: Life on the New Frontier | Statement: [Joel Garreau, notableWork, Edge City: Life on the New Frontier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Edge City: Life on the New Frontier
Context triple: [Joel Garreau, notableWork, Edge City: Life on the New Frontier]
  • A. Edge City
    Edge City is a fictional, crime-ridden American metropolis known as the primary setting of the comic book and film franchise "The Mask."
  • B. Dispatches from the Edge
    Dispatches from the Edge is a memoir by journalist Anderson Cooper that chronicles his experiences reporting from global conflict zones and personal reflections on loss and resilience.
  • C. Ciudad Satélite
    Ciudad Satélite is a major planned suburban residential and commercial district in the northwest of Greater Mexico City, known for its modernist design and landmark Torres de Satélite sculptures.
  • D. The Human Edge
    The Human Edge is a painting by American abstract expressionist Helen Frankenthaler, known for her innovative color field techniques and lyrical, stain-based compositions.
  • E. City Zero
    City Zero is a surreal Soviet satirical film directed by Karen Shakhnazarov that explores absurd bureaucracy and existential disorientation in a mysterious provincial town.
  • 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: Edge City: Life on the New Frontier
Triple: [Joel Garreau, notableWork, Edge City: Life on the New Frontier]
Generated description
Edge City: Life on the New Frontier is a nonfiction book by Joel Garreau that analyzes the rise of suburban business and commercial hubs as a transformative new form of urban development in late 20th-century America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Edge City: Life on the New Frontier
Target entity description: Edge City: Life on the New Frontier is a nonfiction book by Joel Garreau that analyzes the rise of suburban business and commercial hubs as a transformative new form of urban development in late 20th-century America.
  • A. Edge City
    Edge City is a fictional, crime-ridden American metropolis known as the primary setting of the comic book and film franchise "The Mask."
  • B. Dispatches from the Edge
    Dispatches from the Edge is a memoir by journalist Anderson Cooper that chronicles his experiences reporting from global conflict zones and personal reflections on loss and resilience.
  • C. Ciudad Satélite
    Ciudad Satélite is a major planned suburban residential and commercial district in the northwest of Greater Mexico City, known for its modernist design and landmark Torres de Satélite sculptures.
  • D. The Human Edge
    The Human Edge is a painting by American abstract expressionist Helen Frankenthaler, known for her innovative color field techniques and lyrical, stain-based compositions.
  • E. City Zero
    City Zero is a surreal Soviet satirical film directed by Karen Shakhnazarov that explores absurd bureaucracy and existential disorientation in a mysterious provincial town.
  • 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_69d6aa8769b4819082bfe5e61b9017f0 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770afaa1c8190b8fced9c694c0938 completed April 9, 2026, 9:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69e23bfd6a108190a0557598f68659fa completed April 17, 2026, 1:56 p.m.
NEDg Description generation batch_69e24541cbb481908f14a9cb2787c118 completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e248f48dc88190af9491e8cdc4a532 completed April 17, 2026, 2:51 p.m.
Created at: April 8, 2026, 9:23 p.m.