Triple

T4292008
Position Surface form Disambiguated ID Type / Status
Subject Manhattan street grid E99614 entity
Predicate inspiredTerm P1994 FINISHED
Object Manhattanization
Manhattanization is an urban development phenomenon characterized by the rapid proliferation of high-rise, high-density buildings that transform a city's skyline and land use patterns to resemble those of Manhattan.
E429696 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: Manhattanization | Statement: [Manhattan street grid, inspiredTerm, Manhattanization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manhattanization
Context triple: [Manhattan street grid, inspiredTerm, Manhattanization]
  • A. Little Manhattan
    Little Manhattan is a 2005 romantic comedy film about a young boy’s first experience with love in New York City.
  • B. Hell's Kitchen
    Hell's Kitchen is a neighborhood on the West Side of Midtown Manhattan in New York City, historically known for its working-class roots and now for its vibrant dining, nightlife, and proximity to Broadway.
  • C. New Metropolis
    New Metropolis was the original name of Amsterdam’s futuristic, hands-on science and technology center now known as the NEMO Science Museum.
  • D. To the 5 Boroughs
    To the 5 Boroughs is a 2004 studio album by the Beastie Boys that pays tribute to New York City with politically charged, old-school hip hop production.
  • E. The Model City
    The Model City is the nickname of Anniston, Alabama, reflecting its origins as a carefully planned industrial community in the late 19th century.
  • 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: Manhattanization
Triple: [Manhattan street grid, inspiredTerm, Manhattanization]
Generated description
Manhattanization is an urban development phenomenon characterized by the rapid proliferation of high-rise, high-density buildings that transform a city's skyline and land use patterns to resemble those of Manhattan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manhattanization
Target entity description: Manhattanization is an urban development phenomenon characterized by the rapid proliferation of high-rise, high-density buildings that transform a city's skyline and land use patterns to resemble those of Manhattan.
  • A. Little Manhattan
    Little Manhattan is a 2005 romantic comedy film about a young boy’s first experience with love in New York City.
  • B. Hell's Kitchen
    Hell's Kitchen is a neighborhood on the West Side of Midtown Manhattan in New York City, historically known for its working-class roots and now for its vibrant dining, nightlife, and proximity to Broadway.
  • C. New Metropolis
    New Metropolis was the original name of Amsterdam’s futuristic, hands-on science and technology center now known as the NEMO Science Museum.
  • D. To the 5 Boroughs
    To the 5 Boroughs is a 2004 studio album by the Beastie Boys that pays tribute to New York City with politically charged, old-school hip hop production.
  • E. The Model City
    The Model City is the nickname of Anniston, Alabama, reflecting its origins as a carefully planned industrial community in the late 19th century.
  • 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_69b3455175088190aa79c6e03b86647e completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3508035a08190b752c8edce0aff86 completed March 12, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c739df2c8190af6f8d9bf36afca8 completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5cb0529f881908ec004a07c47306e completed March 14, 2026, 8:54 p.m.
NED2 Entity disambiguation (via description) batch_69b5cba3a41481908622509478184052 completed March 14, 2026, 8:57 p.m.
Created at: March 12, 2026, 11:08 p.m.