Triple

T8564239
Position Surface form Disambiguated ID Type / Status
Subject Nick Benson E202764 entity
Predicate familyBusiness P8006 FINISHED
Object The John Stevens Shop
The John Stevens Shop is a historic stone carving and letter-cutting workshop in Newport, Rhode Island, renowned for its hand-carved inscriptions and long lineage of master stone carvers.
E743601 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: The John Stevens Shop | Statement: [Nick Benson, familyBusiness, The John Stevens Shop]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The John Stevens Shop
Context triple: [Nick Benson, familyBusiness, The John Stevens Shop]
  • A. Gleason Works
    Gleason Works is an American manufacturing company best known for its pioneering machine tools and technologies for producing gears and related power transmission components.
  • B. J. W. Steere & Son
    J. W. Steere & Son was a prominent American pipe organ building firm known for crafting high-quality instruments for churches and concert halls in the late 19th and early 20th centuries.
  • C. Gage Brothers & Company
    Gage Brothers & Company was a prominent Chicago-based millinery firm known for its fashionable hats and accessories in the late 19th and early 20th centuries.
  • D. John P. Jewett & Company
    John P. Jewett & Company was a 19th-century American publishing firm best known for issuing Harriet Beecher Stowe’s influential anti-slavery novel "Uncle Tom's Cabin."
  • E. Starley & Sutton Co.
    Starley & Sutton Co. was the original manufacturing company that later became known as Rover, a pioneering British firm in the development of bicycles and motor vehicles.
  • 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: The John Stevens Shop
Triple: [Nick Benson, familyBusiness, The John Stevens Shop]
Generated description
The John Stevens Shop is a historic stone carving and letter-cutting workshop in Newport, Rhode Island, renowned for its hand-carved inscriptions and long lineage of master stone carvers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The John Stevens Shop
Target entity description: The John Stevens Shop is a historic stone carving and letter-cutting workshop in Newport, Rhode Island, renowned for its hand-carved inscriptions and long lineage of master stone carvers.
  • A. Gleason Works
    Gleason Works is an American manufacturing company best known for its pioneering machine tools and technologies for producing gears and related power transmission components.
  • B. J. W. Steere & Son
    J. W. Steere & Son was a prominent American pipe organ building firm known for crafting high-quality instruments for churches and concert halls in the late 19th and early 20th centuries.
  • C. Gage Brothers & Company
    Gage Brothers & Company was a prominent Chicago-based millinery firm known for its fashionable hats and accessories in the late 19th and early 20th centuries.
  • D. John P. Jewett & Company
    John P. Jewett & Company was a 19th-century American publishing firm best known for issuing Harriet Beecher Stowe’s influential anti-slavery novel "Uncle Tom's Cabin."
  • E. Starley & Sutton Co.
    Starley & Sutton Co. was the original manufacturing company that later became known as Rover, a pioneering British firm in the development of bicycles and motor vehicles.
  • 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_69ca8326e6c881908ff720d6abaebdc5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe9d11274819099cc33a21a993a1f completed March 31, 2026, 3:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce895f91bc819099b1b2df59374403 completed April 2, 2026, 3:21 p.m.
NEDg Description generation batch_69ce8cc19b8c81909c89e771fdb7b043 completed April 2, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69ce8d595d80819093a1b849bcb3c7c7 completed April 2, 2026, 3:38 p.m.
Created at: March 30, 2026, 6:20 p.m.