Triple

T4673900
Position Surface form Disambiguated ID Type / Status
Subject Union Square neighborhood E103629 entity
Predicate near P350 FINISHED
Object Tenderloin neighborhood
The Tenderloin neighborhood is a densely populated, historically gritty district in downtown San Francisco known for its vibrant cultural diversity, social services network, and persistent poverty and homelessness.
 E460920 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: Tenderloin neighborhood | Statement: [Union Square neighborhood, near, Tenderloin neighborhood]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tenderloin neighborhood
Context triple: [Union Square neighborhood, near, Tenderloin neighborhood]
  • A. Union Square neighborhood
    The Union Square neighborhood is a central San Francisco district known for its major shopping, theater, and hotel area that serves as a key commercial and cultural hub of the city.
  • B. Meatpacking District
    The Meatpacking District is a trendy Manhattan neighborhood known for its cobblestone streets, high-end boutiques, nightlife, and the southern end of the High Line park.
  • C. Flatiron District
    The Flatiron District is a Manhattan neighborhood known for its iconic Flatiron Building, historic architecture, and role as a hub for tech companies and trendy dining.
  • D. East Village
    East Village is a vibrant, historically bohemian neighborhood on Manhattan’s Lower East Side known for its nightlife, music scene, and countercultural heritage.
  • E. East Village
    East Village is a residential neighborhood in Stratford, East London, developed from the former 2012 Olympic Village into a modern urban community.
  • 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: Tenderloin neighborhood
Triple: [Union Square neighborhood, near, Tenderloin neighborhood]
Generated description
The Tenderloin neighborhood is a densely populated, historically gritty district in downtown San Francisco known for its vibrant cultural diversity, social services network, and persistent poverty and homelessness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tenderloin neighborhood
Target entity description: The Tenderloin neighborhood is a densely populated, historically gritty district in downtown San Francisco known for its vibrant cultural diversity, social services network, and persistent poverty and homelessness.
  • A. Union Square neighborhood
    The Union Square neighborhood is a central San Francisco district known for its major shopping, theater, and hotel area that serves as a key commercial and cultural hub of the city.
  • B. Meatpacking District
    The Meatpacking District is a trendy Manhattan neighborhood known for its cobblestone streets, high-end boutiques, nightlife, and the southern end of the High Line park.
  • C. Flatiron District
    The Flatiron District is a Manhattan neighborhood known for its iconic Flatiron Building, historic architecture, and role as a hub for tech companies and trendy dining.
  • D. East Village
    East Village is a vibrant, historically bohemian neighborhood on Manhattan’s Lower East Side known for its nightlife, music scene, and countercultural heritage.
  • E. East Village
    East Village is a residential neighborhood in Stratford, East London, developed from the former 2012 Olympic Village into a modern urban community.
  • 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_69bd43dda32c8190938b37744ca270fc completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd635326808190bd6909117aca1208 completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be039896448190bdfd3a6cb76a8fbe completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be055390c08190a85f92aec34b390a completed March 21, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69be05d5bd008190bd94bd70092e8dfd completed March 21, 2026, 2:43 a.m.
Created at: March 20, 2026, 1:15 p.m.