Triple

T12068735
Position Surface form Disambiguated ID Type / Status
Subject Pew Research Center website E287365 entity
Predicate hasSection P35 FINISHED
Object Social & Demographic Trends section
The Social & Demographic Trends section is a part of the Pew Research Center website that presents data-driven reports and analyses on population changes, social behaviors, and demographic patterns in the United States and around the world.
E963588 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: Social & Demographic Trends section | Statement: [Pew Research Center website, hasSection, Social & Demographic Trends section]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Social & Demographic Trends section
Context triple: [Pew Research Center website, hasSection, Social & Demographic Trends section]
  • A. Security, Territory, Population
    Security, Territory, Population is a series of 1977–78 lectures by Michel Foucault that analyze the emergence of modern governmentality through the interplay of security mechanisms, territorial control, and population management.
  • B. data.census.gov
    data.census.gov is the U.S. Census Bureau’s primary online platform for accessing and exploring official demographic, economic, and geographic data, including information on places in Michigan.
  • C. Society hotspot
    The Society hotspot is a volcanic hotspot in the South Pacific responsible for creating the Society Islands chain, including major peaks such as Mont Orohena on Tahiti.
  • D. Population Division
    The Population Division is a specialized unit of the United Nations that produces global demographic data, analyses, and population projections to inform international policy and development planning.
  • E. Social Mobility
    "Social Mobility" is a contemporary art installation by the Scandinavian artist duo Elmgreen & Dragset that critically explores class, power structures, and social hierarchies through conceptual and often site-specific sculptural interventions.
  • 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: Social & Demographic Trends section
Triple: [Pew Research Center website, hasSection, Social & Demographic Trends section]
Generated description
The Social & Demographic Trends section is a part of the Pew Research Center website that presents data-driven reports and analyses on population changes, social behaviors, and demographic patterns in the United States and around the world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Social & Demographic Trends section
Target entity description: The Social & Demographic Trends section is a part of the Pew Research Center website that presents data-driven reports and analyses on population changes, social behaviors, and demographic patterns in the United States and around the world.
  • A. Security, Territory, Population
    Security, Territory, Population is a series of 1977–78 lectures by Michel Foucault that analyze the emergence of modern governmentality through the interplay of security mechanisms, territorial control, and population management.
  • B. data.census.gov
    data.census.gov is the U.S. Census Bureau’s primary online platform for accessing and exploring official demographic, economic, and geographic data, including information on places in Michigan.
  • C. Society hotspot
    The Society hotspot is a volcanic hotspot in the South Pacific responsible for creating the Society Islands chain, including major peaks such as Mont Orohena on Tahiti.
  • D. Population Division
    The Population Division is a specialized unit of the United Nations that produces global demographic data, analyses, and population projections to inform international policy and development planning.
  • E. Social Mobility
    "Social Mobility" is a contemporary art installation by the Scandinavian artist duo Elmgreen & Dragset that critically explores class, power structures, and social hierarchies through conceptual and often site-specific sculptural interventions.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90457fd488190b311ed69d2aebdf9 completed April 10, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f65af0e88190ad32adb9ff76b01b completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f5fde880f4819094b2170bf4e82138 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5ffc563a08190b95db768df475a3a completed May 2, 2026, 1:44 p.m.
Created at: April 8, 2026, 9:48 p.m.