Triple

T10115795
Position Surface form Disambiguated ID Type / Status
Subject The Wharf E218353 entity
Predicate partner P1136 FINISHED
Object PN Hoffman
PN Hoffman is a Washington, D.C.–based real estate development firm known for large-scale urban mixed-use and waterfront redevelopment projects.
 E844252 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: PN Hoffman | Statement: [The Wharf, partner, PN Hoffman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PN Hoffman
Context triple: [The Wharf, partner, PN Hoffman]
  • A. Peter Hoffman
    Peter Hoffman is a relatively common personal name shared by multiple individuals across various professions, including arts, academia, and business.
  • B. Robert Hoffman
    Robert Hoffman is an American actor, dancer, and choreographer best known for his roles in films like "Step Up 2: The Streets" and various dance-focused performances.
  • C. Sam Hoffman
    Sam Hoffman was a prominent landowner and developer whose contributions to the area led to the Chicago suburb of Hoffman Estates, Illinois, being named in his honor.
  • D. Al Hoffman
    Al Hoffman was a prolific American songwriter best known for co-writing numerous popular standards and classic Disney songs in the mid-20th century.
  • E. Paul Hoffman
    Paul Hoffman is a common name shared by several notable individuals, including authors, journalists, and public figures across various fields.
  • 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: PN Hoffman
Triple: [The Wharf, partner, PN Hoffman]
Generated description
PN Hoffman is a Washington, D.C.–based real estate development firm known for large-scale urban mixed-use and waterfront redevelopment projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PN Hoffman
Target entity description: PN Hoffman is a Washington, D.C.–based real estate development firm known for large-scale urban mixed-use and waterfront redevelopment projects.
  • A. Peter Hoffman
    Peter Hoffman is a relatively common personal name shared by multiple individuals across various professions, including arts, academia, and business.
  • B. Robert Hoffman
    Robert Hoffman is an American actor, dancer, and choreographer best known for his roles in films like "Step Up 2: The Streets" and various dance-focused performances.
  • C. Sam Hoffman
    Sam Hoffman was a prominent landowner and developer whose contributions to the area led to the Chicago suburb of Hoffman Estates, Illinois, being named in his honor.
  • D. Al Hoffman
    Al Hoffman was a prolific American songwriter best known for co-writing numerous popular standards and classic Disney songs in the mid-20th century.
  • E. Paul Hoffman
    Paul Hoffman is a common name shared by several notable individuals, including authors, journalists, and public figures across various fields.
  • 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_69ca83da93fc8190b54e44bc2b34857c completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cdd161831c81908bb3c77caa7c3ce1 completed April 2, 2026, 2:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e5a9d77c8190892a0ae8b3f8e203 completed April 5, 2026, 10:43 p.m.
NEDg Description generation batch_69d2e75f3c70819089074a2b52d748ae completed April 5, 2026, 10:51 p.m.
NED2 Entity disambiguation (via description) batch_69d2e8c425b88190b20f1706fe3343f4 completed April 5, 2026, 10:57 p.m.
Created at: March 30, 2026, 9:04 p.m.