Triple

T1952526
Position Surface form Disambiguated ID Type / Status
Subject Welton Becket E42189 entity
Predicate employer P7 FINISHED
Object Welton Becket & Associates
Welton Becket & Associates was a prominent mid-20th-century American architectural firm known for its influential modernist and corporate designs, particularly in Los Angeles.
 E219186 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: Welton Becket & Associates | Statement: [Welton Becket, employer, Welton Becket & Associates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Welton Becket & Associates
Context triple: [Welton Becket, employer, Welton Becket & Associates]
  • A. Sidgwick & Jackson
    Sidgwick & Jackson is a British publishing house known for producing a wide range of non-fiction and literary works, including notable political memoirs.
  • B. Clivillés & Cole
    Clivillés & Cole were a prominent American production and remix duo, best known for their work as C+C Music Factory and for shaping early 1990s dance and pop music.
  • C. Waddell & Hardesty
    Waddell & Hardesty was an American engineering and architectural firm known for designing major steel bridges and other large-scale infrastructure projects in the early 20th century.
  • D. Kallmann McKinnell & Knowles
    Kallmann McKinnell & Knowles was a prominent 20th-century American architectural firm known for its influential Brutalist designs and major civic projects.
  • E. Sweet & Maxwell
    Sweet & Maxwell is a prominent UK-based legal publisher known for producing authoritative law books, journals, and online legal information services.
  • 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: Welton Becket & Associates
Triple: [Welton Becket, employer, Welton Becket & Associates]
Generated description
Welton Becket & Associates was a prominent mid-20th-century American architectural firm known for its influential modernist and corporate designs, particularly in Los Angeles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Welton Becket & Associates
Target entity description: Welton Becket & Associates was a prominent mid-20th-century American architectural firm known for its influential modernist and corporate designs, particularly in Los Angeles.
  • A. Sidgwick & Jackson
    Sidgwick & Jackson is a British publishing house known for producing a wide range of non-fiction and literary works, including notable political memoirs.
  • B. Clivillés & Cole
    Clivillés & Cole were a prominent American production and remix duo, best known for their work as C+C Music Factory and for shaping early 1990s dance and pop music.
  • C. Waddell & Hardesty
    Waddell & Hardesty was an American engineering and architectural firm known for designing major steel bridges and other large-scale infrastructure projects in the early 20th century.
  • D. Kallmann McKinnell & Knowles
    Kallmann McKinnell & Knowles was a prominent 20th-century American architectural firm known for its influential Brutalist designs and major civic projects.
  • E. Sweet & Maxwell
    Sweet & Maxwell is a prominent UK-based legal publisher known for producing authoritative law books, journals, and online legal information services.
  • 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb3501d108190bc5cb23f53db4411 completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbc611fc8190b2f512c744cbc364 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc8efb0c81908bce5a4a13359801 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfd8115d481909716e11b943cbf61 completed March 8, 2026, 10:51 p.m.
Created at: March 4, 2026, 7:36 p.m.