Triple

T23561120
Position Surface form Disambiguated ID Type / Status
Subject Will Truman E579237 entity
Predicate lawFirmEmployer P133188 FINISHED
Object Douglass, Stein, and Chan
Douglass, Stein, and Chan is a fictional New York City law firm featured in the television sitcom "Will & Grace," where it serves as the workplace of lawyer Will Truman.
E1590311 NE FINISHED

How this triple was built (5 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: Douglass, Stein, and Chan | Statement: [Will Truman, lawFirmEmployer, Douglass, Stein, and Chan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Douglass, Stein, and Chan
Context triple: [Will Truman, lawFirmEmployer, Douglass, Stein, and Chan]
  • A. John Biggers
    John Biggers was an influential African American muralist and educator known for his powerful depictions of Black life and culture, particularly in Houston’s Third Ward.
  • B. Frank Wu
    Frank Wu is an American science fiction fan artist and illustrator best known for his multiple Hugo Award–winning works in the speculative fiction community.
  • C. C. K. Steele
    C. K. Steele was a prominent African-American Baptist minister and civil rights leader who played a key role in the Southern civil rights movement, particularly through his leadership in bus boycotts and work with national organizations.
  • D. D. D. Jackson
    D. D. Jackson is a Canadian-American jazz pianist and composer known for his innovative, genre-blending works and collaborations across the contemporary jazz scene.
  • E. Langston
    Langston is the given name of Langston Hughes, the influential American poet, social activist, and central figure of the Harlem Renaissance.
  • 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: Douglass, Stein, and Chan
Triple: [Will Truman, lawFirmEmployer, Douglass, Stein, and Chan]
Generated description
Douglass, Stein, and Chan is a fictional New York City law firm featured in the television sitcom "Will & Grace," where it serves as the workplace of lawyer Will Truman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Douglass, Stein, and Chan
Target entity description: Douglass, Stein, and Chan is a fictional New York City law firm featured in the television sitcom "Will & Grace," where it serves as the workplace of lawyer Will Truman.
  • A. John Biggers
    John Biggers was an influential African American muralist and educator known for his powerful depictions of Black life and culture, particularly in Houston’s Third Ward.
  • B. Frank Wu
    Frank Wu is an American science fiction fan artist and illustrator best known for his multiple Hugo Award–winning works in the speculative fiction community.
  • C. C. K. Steele
    C. K. Steele was a prominent African-American Baptist minister and civil rights leader who played a key role in the Southern civil rights movement, particularly through his leadership in bus boycotts and work with national organizations.
  • D. D. D. Jackson
    D. D. Jackson is a Canadian-American jazz pianist and composer known for his innovative, genre-blending works and collaborations across the contemporary jazz scene.
  • E. Langston
    Langston is the given name of Langston Hughes, the influential American poet, social activist, and central figure of the Harlem Renaissance.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: lawFirmEmployer
Context triple: [Will Truman, lawFirmEmployer, Douglass, Stein, and Chan]
  • A. lawFirm
    Indicates a relationship where one entity is a law firm that provides legal services or representation to another entity.
  • B. lawFirmType
    Indicates the specific category or classification of a law firm (such as its organizational or practice-type designation) in relation to that firm.
  • C. lawPartnerOf
    Indicates a professional relationship in which two individuals are partners in the same law firm or legal practice.
  • D. employsAsLawyer chosen
    Indicates that one entity hires or retains another entity specifically to provide legal representation or services as a lawyer.
  • E. hasFictionalLawFirm
    Indicates that an entity is associated with or employs a law firm that exists only within a fictional or narrative context.
  • F. None of above.

Provenance (6 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_69e245fe24588190888f3aec8407d8e3 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1af680ee88190a23a6f9fed7ae757 completed April 29, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf6bd58c8190af28bb72d950b15d completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce113d3d88190b97af92272a5100f completed May 19, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce187efa48190876f67fef4873af2 completed May 19, 2026, 10:17 p.m.
PD Predicate disambiguation batch_69f118afabd88190bd88f49597d120e8 completed April 28, 2026, 8:29 p.m.
Created at: April 17, 2026, 6:17 p.m.