Triple

T4608020
Position Surface form Disambiguated ID Type / Status
Subject John Peter Zenger E100483 entity
Predicate apprenticedTo P7251 FINISHED
Object William Bradford (printer)
William Bradford was a pioneering colonial American printer and publisher who helped establish the early printing industry in British North America.
E456446 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: William Bradford (printer) | Statement: [John Peter Zenger, apprenticedTo, William Bradford (printer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Bradford (printer)
Context triple: [John Peter Zenger, apprenticedTo, William Bradford (printer)]
  • A. Richard Grafton
    Richard Grafton was a 16th-century English printer and publisher best known for producing early English Bibles and serving as the king’s printer under Edward VI.
  • B. Richard Field (printer)
    Richard Field was an English printer and publisher of the late 16th and early 17th centuries, best known for printing several of William Shakespeare’s early works.
  • C. William Caxton
    William Caxton was a 15th-century English merchant, diplomat, and printer best known for introducing the printing press to England and producing some of the first books printed in English.
  • D. Thomas Frye
    Thomas Frye was an 18th-century Irish-born artist and entrepreneur best known for co-founding the Bow porcelain factory and for his influential mezzotint portraits.
  • E. Ephraim Bull
    Ephraim Bull was a 19th-century American horticulturist best known for developing the Concord grape, one of the first widely successful American table and wine grapes.
  • 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: William Bradford (printer)
Triple: [John Peter Zenger, apprenticedTo, William Bradford (printer)]
Generated description
William Bradford was a pioneering colonial American printer and publisher who helped establish the early printing industry in British North America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Bradford (printer)
Target entity description: William Bradford was a pioneering colonial American printer and publisher who helped establish the early printing industry in British North America.
  • A. Richard Grafton
    Richard Grafton was a 16th-century English printer and publisher best known for producing early English Bibles and serving as the king’s printer under Edward VI.
  • B. Richard Field (printer)
    Richard Field was an English printer and publisher of the late 16th and early 17th centuries, best known for printing several of William Shakespeare’s early works.
  • C. William Caxton
    William Caxton was a 15th-century English merchant, diplomat, and printer best known for introducing the printing press to England and producing some of the first books printed in English.
  • D. Thomas Frye
    Thomas Frye was an 18th-century Irish-born artist and entrepreneur best known for co-founding the Bow porcelain factory and for his influential mezzotint portraits.
  • E. Ephraim Bull
    Ephraim Bull was a 19th-century American horticulturist best known for developing the Concord grape, one of the first widely successful American table and wine grapes.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: apprenticedTo
Context triple: [John Peter Zenger, apprenticedTo, William Bradford (printer)]
  • A. trainedAs
    Indicates that one entity has received education or instruction to perform the role, profession, or function represented by another entity.
  • B. offersApprenticeshipTraining
    Indicates that one entity provides apprenticeship-based training opportunities or programs to another entity.
  • C. occupationBegan
    Indicates the point in time when an entity started holding a particular occupation or job.
  • D. derivesFromOccupation
    Indicates that one entity originates from, is obtained through, or is a result of another entity’s occupation or professional role.
  • E. studiedUnder chosen
    Indicates that one entity received instruction, training, or mentorship from another, typically in an academic or apprenticeship 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_69bd43cce1e08190a07d53af6a9b6c24 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd599debdc81909d11d0e871c666bb completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa789cdc8190add02a5970f9a0b6 completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfb385ccc8190ab8de82c6df645cf completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbcdb6d881909feb3a6be81a567f completed March 21, 2026, 2 a.m.
PD Predicate disambiguation batch_69bd522e2d5c8190937d0b5574f78f99 completed March 20, 2026, 1:57 p.m.
Created at: March 20, 2026, 1:12 p.m.