Triple

T5885753
Position Surface form Disambiguated ID Type / Status
Subject Banks family E130855 entity
Predicate publisherOfFirstAppearance P7323 FINISHED
Object Gerald Howe Ltd
Gerald Howe Ltd was a British publishing company known for issuing early works, including the first appearance of the fictional Banks family.
 E441212 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: Gerald Howe Ltd | Statement: [Banks family, publisherOfFirstAppearance, Gerald Howe Ltd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gerald Howe Ltd
Context triple: [Banks family, publisherOfFirstAppearance, Gerald Howe Ltd]
  • A. John Graham & Company
    John Graham & Company was a prominent American architectural firm best known for designing Seattle’s iconic Space Needle and numerous commercial buildings in the mid-20th century.
  • B. Andrew Handyside and Company
    Andrew Handyside and Company was a prominent 19th-century British ironfounding and engineering firm known for constructing bridges, aqueducts, and other major iron structures.
  • C. C. Arthur Pearson Ltd
    C. Arthur Pearson Ltd was a British publishing company founded by Sir C. Arthur Pearson, best known for producing popular periodicals, magazines, and newspapers in the late 19th and early 20th centuries.
  • D. J. Hinks & Son
    J. Hinks & Son was a British shipbuilding firm known for constructing the 20th-century replica of the historic Mayflower, the Mayflower II.
  • E. Benson & Forsyth
    Benson & Forsyth is a British architectural practice known for its modernist and innovative public building designs, including major museum projects.
  • 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: Gerald Howe Ltd
Triple: [Banks family, publisherOfFirstAppearance, Gerald Howe Ltd]
Generated description
Gerald Howe Ltd was a British publishing company known for issuing early works, including the first appearance of the fictional Banks family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gerald Howe Ltd
Target entity description: Gerald Howe Ltd was a British publishing company known for issuing early works, including the first appearance of the fictional Banks family.
  • A. John Graham & Company
    John Graham & Company was a prominent American architectural firm best known for designing Seattle’s iconic Space Needle and numerous commercial buildings in the mid-20th century.
  • B. Andrew Handyside and Company
    Andrew Handyside and Company was a prominent 19th-century British ironfounding and engineering firm known for constructing bridges, aqueducts, and other major iron structures.
  • C. C. Arthur Pearson Ltd chosen
    C. Arthur Pearson Ltd was a British publishing company founded by Sir C. Arthur Pearson, best known for producing popular periodicals, magazines, and newspapers in the late 19th and early 20th centuries.
  • D. J. Hinks & Son
    J. Hinks & Son was a British shipbuilding firm known for constructing the 20th-century replica of the historic Mayflower, the Mayflower II.
  • E. Benson & Forsyth
    Benson & Forsyth is a British architectural practice known for its modernist and innovative public building designs, including major museum projects.
  • F. None of above.

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_69c0085628dc8190b334c1b44c067efc completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03678dd2c819095926f80f25696b0 completed March 22, 2026, 6:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b13ce8788190b07771180f0fa376 completed March 23, 2026, 3:19 a.m.
NEDg Description generation batch_69c0b1e5cdc081908d0d2b76701d20ea completed March 23, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69c0b24d7d148190901e233d815d21ad completed March 23, 2026, 3:23 a.m.
Created at: March 22, 2026, 3:57 p.m.