Triple

T12652247
Position Surface form Disambiguated ID Type / Status
Subject University City E302191 entity
Predicate hasBusinessDistrict P459 FINISHED
Object uCity Square
uCity Square is a major mixed-use innovation and research district in Philadelphia’s University City neighborhood, featuring offices, labs, academic space, housing, and retail.
 E996575 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: uCity Square | Statement: [University City, hasBusinessDistrict, uCity Square]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: uCity Square
Context triple: [University City, hasBusinessDistrict, uCity Square]
  • A. Livu Square
    Livu Square is a popular public square in Riga’s Old Town known for its lively atmosphere, historic surroundings, and numerous cafes and events.
  • B. Taumadhi Square
    Taumadhi Square is a prominent historic plaza in Bhaktapur, Nepal, renowned for its traditional Newar architecture and iconic multi-tiered temples.
  • C. Plaza City
    Plaza City is a nickname for Orange, California, highlighting its historic central plaza and small-town, old-fashioned downtown charm.
  • D. Cityplaza
    Cityplaza is a major shopping and commercial complex in Hong Kong known for its extensive retail, dining, and entertainment offerings.
  • E. New Square
    New Square is a historic legal courtyard and set of chambers associated with Lincoln’s Inn in central 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: uCity Square
Triple: [University City, hasBusinessDistrict, uCity Square]
Generated description
uCity Square is a major mixed-use innovation and research district in Philadelphia’s University City neighborhood, featuring offices, labs, academic space, housing, and retail.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: uCity Square
Target entity description: uCity Square is a major mixed-use innovation and research district in Philadelphia’s University City neighborhood, featuring offices, labs, academic space, housing, and retail.
  • A. Livu Square
    Livu Square is a popular public square in Riga’s Old Town known for its lively atmosphere, historic surroundings, and numerous cafes and events.
  • B. Taumadhi Square
    Taumadhi Square is a prominent historic plaza in Bhaktapur, Nepal, renowned for its traditional Newar architecture and iconic multi-tiered temples.
  • C. Plaza City
    Plaza City is a nickname for Orange, California, highlighting its historic central plaza and small-town, old-fashioned downtown charm.
  • D. Cityplaza
    Cityplaza is a major shopping and commercial complex in Hong Kong known for its extensive retail, dining, and entertainment offerings.
  • E. New Square
    New Square is a historic legal courtyard and set of chambers associated with Lincoln’s Inn in central 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9615f28cc81908e37249d7ab5ed74 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6688104d48190939933b93b7e60cc completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f66c572f848190a8cad6311d3315a3 completed May 2, 2026, 9:27 p.m.
NED2 Entity disambiguation (via description) batch_69f66cef79148190a052fb9ade3b0d27 completed May 2, 2026, 9:30 p.m.
Created at: April 9, 2026, 5:18 p.m.