Triple

T18805368
Position Surface form Disambiguated ID Type / Status
Subject Celeste Ng E459858 entity
Predicate employer P7 FINISHED
Object GrubStreet (Boston writing center)
GrubStreet is a prominent Boston-based creative writing center and nonprofit organization that offers workshops, events, and support for writers at all levels.
 E1342395 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: GrubStreet (Boston writing center) | Statement: [Celeste Ng, employer, GrubStreet (Boston writing center)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GrubStreet (Boston writing center)
Context triple: [Celeste Ng, employer, GrubStreet (Boston writing center)]
  • A. Writers’ Lab
    Writers’ Lab is a screenwriting and story development program offered by the Canadian Film Centre to support and train emerging and mid-career writers for film and television.
  • B. Adirondack Center for Writing
    Adirondack Center for Writing is a literary arts organization in Saranac Lake, New York, that supports writers and promotes storytelling through workshops, readings, and community programs.
  • C. Grub Street
    Grub Street is a popular food and restaurant blog and section of New York Magazine known for its coverage of dining trends, chefs, and the culinary scene.
  • D. Hugo House
    Hugo House is a Seattle-based literary center that nurtures writers and readers through classes, events, and community programs.
  • E. writers’ centre
    A writers’ centre is a dedicated facility that supports and develops writers through activities such as workshops, residencies, literary events, and community programs.
  • 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: GrubStreet (Boston writing center)
Triple: [Celeste Ng, employer, GrubStreet (Boston writing center)]
Generated description
GrubStreet is a prominent Boston-based creative writing center and nonprofit organization that offers workshops, events, and support for writers at all levels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GrubStreet (Boston writing center)
Target entity description: GrubStreet is a prominent Boston-based creative writing center and nonprofit organization that offers workshops, events, and support for writers at all levels.
  • A. Writers’ Lab
    Writers’ Lab is a screenwriting and story development program offered by the Canadian Film Centre to support and train emerging and mid-career writers for film and television.
  • B. Adirondack Center for Writing
    Adirondack Center for Writing is a literary arts organization in Saranac Lake, New York, that supports writers and promotes storytelling through workshops, readings, and community programs.
  • C. Grub Street
    Grub Street is a popular food and restaurant blog and section of New York Magazine known for its coverage of dining trends, chefs, and the culinary scene.
  • D. Hugo House
    Hugo House is a Seattle-based literary center that nurtures writers and readers through classes, events, and community programs.
  • E. writers’ centre
    A writers’ centre is a dedicated facility that supports and develops writers through activities such as workshops, residencies, literary events, and community programs.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a3d6d5e081909d8285e52cb753ba completed April 20, 2026, 3:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a054727708c8190819cc3380ed528bf completed May 14, 2026, 3:53 a.m.
NEDg Description generation batch_6a0549b75c308190a1e1c2216145ae59 completed May 14, 2026, 4:04 a.m.
NED2 Entity disambiguation (via description) batch_6a054a7c2d188190906f6aaa6b8b6268 completed May 14, 2026, 4:07 a.m.
Created at: April 10, 2026, 11:53 a.m.