Triple

T4166067
Position Surface form Disambiguated ID Type / Status
Subject Ryan Gravel E84448 entity
Predicate notableWork P4 FINISHED
Object Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities
"Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities" is an urban planning book by Ryan Gravel that explores how reimagining transportation and infrastructure can create more livable, equitable, and sustainable cities.
E418220 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: Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities | Statement: [Ryan Gravel, notableWork, Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities
Context triple: [Ryan Gravel, notableWork, Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities]
  • A. Anthropopolis: City for Human Development
    "Anthropopolis: City for Human Development" is an influential urban planning work that explores how cities can be designed and organized to better support human needs, growth, and well-being.
  • B. Compassionate Cities
    Compassionate Cities is a global network of municipalities committed to embedding compassion into public policy, community initiatives, and everyday civic life.
  • C. The City That Works
    "The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
  • D. From the Ground Up: A Journey to Reimagine the Promise of America
    "From the Ground Up: A Journey to Reimagine the Promise of America" is a memoir by former Starbucks CEO Howard Schultz that blends his personal story with reflections on business, leadership, and social responsibility in the United States.
  • E. The People Who Made the City that Made the World
    "The People Who Made the City that Made the World" is the subtitle of Boris Johnson’s book *Life of London*, which highlights influential figures who shaped the history and global impact of London.
  • 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: Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities
Triple: [Ryan Gravel, notableWork, Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities]
Generated description
"Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities" is an urban planning book by Ryan Gravel that explores how reimagining transportation and infrastructure can create more livable, equitable, and sustainable cities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities
Target entity description: "Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities" is an urban planning book by Ryan Gravel that explores how reimagining transportation and infrastructure can create more livable, equitable, and sustainable cities.
  • A. Anthropopolis: City for Human Development
    "Anthropopolis: City for Human Development" is an influential urban planning work that explores how cities can be designed and organized to better support human needs, growth, and well-being.
  • B. Compassionate Cities
    Compassionate Cities is a global network of municipalities committed to embedding compassion into public policy, community initiatives, and everyday civic life.
  • C. The City That Works
    "The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
  • D. From the Ground Up: A Journey to Reimagine the Promise of America
    "From the Ground Up: A Journey to Reimagine the Promise of America" is a memoir by former Starbucks CEO Howard Schultz that blends his personal story with reflections on business, leadership, and social responsibility in the United States.
  • E. The People Who Made the City that Made the World
    "The People Who Made the City that Made the World" is the subtitle of Boris Johnson’s book *Life of London*, which highlights influential figures who shaped the history and global impact of London.
  • 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_69aed932cab48190b80ffe35f7029ae1 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02ac8e788190a8f3563a2903bbad completed March 9, 2026, 5:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f478c948190a997e006015e588d completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b57fcd3d60819086ab5ad7b69242a2 completed March 14, 2026, 3:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5803ec2088190ac9d4b3d34278e17 completed March 14, 2026, 3:35 p.m.
Created at: March 9, 2026, 3:44 p.m.