Triple

T14928040
Position Surface form Disambiguated ID Type / Status
Subject Avalon mixed-use development E372182 entity
Predicate developer P73 FINISHED
Object North American Properties
North American Properties is a real estate development firm known for creating large-scale, mixed-use lifestyle destinations in the United States.
 E1127321 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: North American Properties | Statement: [Avalon mixed-use development, developer, North American Properties]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North American Properties
Context triple: [Avalon mixed-use development, developer, North American Properties]
  • A. Liberty Properties
    Liberty Properties is a commercial real estate and property management company whose name is used in the sponsorship of Liberty Stadium.
  • B. Aspen Properties
    Aspen Properties is a Canadian commercial real estate company that owns and manages office and mixed-use properties, including prominent landmarks in Calgary.
  • C. CBL & Associates Properties
    CBL & Associates Properties is a U.S.-based real estate investment trust that owns and manages shopping malls and other retail properties across the country.
  • D. EPR Properties
    EPR Properties is a U.S.-based real estate investment trust that specializes in owning and leasing experiential and entertainment-focused properties such as amusement and water parks, theaters, and recreational venues.
  • E. Macklowe Properties
    Macklowe Properties is a New York City–based real estate development firm known for high-profile luxury residential and commercial skyscrapers.
  • 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: North American Properties
Triple: [Avalon mixed-use development, developer, North American Properties]
Generated description
North American Properties is a real estate development firm known for creating large-scale, mixed-use lifestyle destinations in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North American Properties
Target entity description: North American Properties is a real estate development firm known for creating large-scale, mixed-use lifestyle destinations in the United States.
  • A. Liberty Properties
    Liberty Properties is a commercial real estate and property management company whose name is used in the sponsorship of Liberty Stadium.
  • B. Aspen Properties
    Aspen Properties is a Canadian commercial real estate company that owns and manages office and mixed-use properties, including prominent landmarks in Calgary.
  • C. CBL & Associates Properties
    CBL & Associates Properties is a U.S.-based real estate investment trust that owns and manages shopping malls and other retail properties across the country.
  • D. EPR Properties
    EPR Properties is a U.S.-based real estate investment trust that specializes in owning and leasing experiential and entertainment-focused properties such as amusement and water parks, theaters, and recreational venues.
  • E. Macklowe Properties
    Macklowe Properties is a New York City–based real estate development firm known for high-profile luxury residential and commercial skyscrapers.
  • 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_69d85cc9da0c81908d583ca3f63a3908 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded634e67881909daec9eaef188d09 completed April 15, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72c4f9c481909642efccb29f71d4 completed May 8, 2026, 11:33 p.m.
NEDg Description generation batch_69fe744b9c048190ae2a64da53d8ffac completed May 8, 2026, 11:39 p.m.
NED2 Entity disambiguation (via description) batch_69fe74d510808190a2379a2380fc327e completed May 8, 2026, 11:42 p.m.
Created at: April 10, 2026, 2:35 a.m.