Triple

T17746248
Position Surface form Disambiguated ID Type / Status
Subject Foggy Nelson E442997 entity
Predicate employer P7 FINISHED
Object Hogarth, Chao & Benowitz
Hogarth, Chao & Benowitz is a prominent New York City law firm in the Marvel universe, known for employing various notable lawyers and occasionally representing superheroes.
E1284719 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: Hogarth, Chao & Benowitz | Statement: [Foggy Nelson, employer, Hogarth, Chao & Benowitz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hogarth, Chao & Benowitz
Context triple: [Foggy Nelson, employer, Hogarth, Chao & Benowitz]
  • A. Hogan & Hartson
    Hogan & Hartson was a prominent Washington, D.C.–based international law firm known for its appellate, regulatory, and public policy work before merging to form Hogan Lovells.
  • B. Schuyler, Knobloch & Overstreet
    Schuyler, Knobloch & Overstreet was an American country music songwriting and recording trio active in the 1980s, known for crafting hits for themselves and other artists in Nashville.
  • C. Harrison, Abramovitz & Abbe
    Harrison, Abramovitz & Abbe was a prominent mid-20th-century American architectural firm known for designing major modernist skyscrapers and corporate buildings.
  • D. Mitchell, Giurgola & Thorp
    Mitchell, Giurgola & Thorp was an influential architectural firm known for its modernist and civic buildings in Australia, including major public and institutional projects.
  • E. Rothenberg & Phelan
    Rothenberg & Phelan is a law firm associated with attorney and sports executive Alan Rothenberg.
  • 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: Hogarth, Chao & Benowitz
Triple: [Foggy Nelson, employer, Hogarth, Chao & Benowitz]
Generated description
Hogarth, Chao & Benowitz is a prominent New York City law firm in the Marvel universe, known for employing various notable lawyers and occasionally representing superheroes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hogarth, Chao & Benowitz
Target entity description: Hogarth, Chao & Benowitz is a prominent New York City law firm in the Marvel universe, known for employing various notable lawyers and occasionally representing superheroes.
  • A. Hogan & Hartson
    Hogan & Hartson was a prominent Washington, D.C.–based international law firm known for its appellate, regulatory, and public policy work before merging to form Hogan Lovells.
  • B. Schuyler, Knobloch & Overstreet
    Schuyler, Knobloch & Overstreet was an American country music songwriting and recording trio active in the 1980s, known for crafting hits for themselves and other artists in Nashville.
  • C. Harrison, Abramovitz & Abbe
    Harrison, Abramovitz & Abbe was a prominent mid-20th-century American architectural firm known for designing major modernist skyscrapers and corporate buildings.
  • D. Mitchell, Giurgola & Thorp
    Mitchell, Giurgola & Thorp was an influential architectural firm known for its modernist and civic buildings in Australia, including major public and institutional projects.
  • E. Rothenberg & Phelan
    Rothenberg & Phelan is a law firm associated with attorney and sports executive Alan Rothenberg.
  • 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47ad26940819090696c2cb86fd606 completed April 19, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a024300b5048190ba50198a7637441d completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a02449a76d8819099e72cd53f908255 completed May 11, 2026, 9:05 p.m.
NED2 Entity disambiguation (via description) batch_6a024530b5dc8190a4776863cc01babf completed May 11, 2026, 9:08 p.m.
Created at: April 10, 2026, 10:09 a.m.