Triple

T3243921
Position Surface form Disambiguated ID Type / Status
Subject Cincinnati Art Museum E68027 entity
Predicate architect P184 FINISHED
Object James W. McLaughlin
James W. McLaughlin was a prominent 19th-century American architect known for designing significant public and cultural buildings, particularly in Cincinnati, Ohio.
 E509699 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: James W. McLaughlin | Statement: [Cincinnati Art Museum, architect, James W. McLaughlin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James W. McLaughlin
Context triple: [Cincinnati Art Museum, architect, James W. McLaughlin]
  • A. James E. McLaughlin
    James E. McLaughlin was an American architect best known for designing major early 20th-century sports venues, including Boston’s Braves Field.
  • B. Thomas J. Lahey
    Thomas J. Lahey was an individual of sufficient local significance—likely an educator or community leader—to have an elementary school named in his honor.
  • C. William F. Walsh
    William F. Walsh was an American politician and attorney who served as the mayor of Syracuse, New York, and later as a U.S. Representative from New York.
  • D. John P. Flanagan
    John P. Flanagan was an American sculptor best known for designing the Washington quarter, the U.S. 25-cent coin featuring George Washington’s profile.
  • E. William E. Walsh
    William E. Walsh was an American businessman and civic leader best known for playing a key role in the establishment of the University of Miami in the 1920s.
  • 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: James W. McLaughlin
Triple: [Cincinnati Art Museum, architect, James W. McLaughlin]
Generated description
James W. McLaughlin was a prominent 19th-century American architect known for designing significant public and cultural buildings, particularly in Cincinnati, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James W. McLaughlin
Target entity description: James W. McLaughlin was a prominent 19th-century American architect known for designing significant public and cultural buildings, particularly in Cincinnati, Ohio.
  • A. James E. McLaughlin
    James E. McLaughlin was an American architect best known for designing major early 20th-century sports venues, including Boston’s Braves Field.
  • B. Thomas J. Lahey
    Thomas J. Lahey was an individual of sufficient local significance—likely an educator or community leader—to have an elementary school named in his honor.
  • C. William F. Walsh
    William F. Walsh was an American politician and attorney who served as the mayor of Syracuse, New York, and later as a U.S. Representative from New York.
  • D. John P. Flanagan
    John P. Flanagan was an American sculptor best known for designing the Washington quarter, the U.S. 25-cent coin featuring George Washington’s profile.
  • E. William E. Walsh
    William E. Walsh was an American businessman and civic leader best known for playing a key role in the establishment of the University of Miami in the 1920s.
  • 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_69ad858e4c708190aa31d486cfee8a6a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaf1856708190b072efbb27920ade completed March 8, 2026, 5:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf10a00c5c819090fa26ce068033b6 completed March 21, 2026, 9:41 p.m.
NEDg Description generation batch_69bf115365f0819091605010b346c4f9 completed March 21, 2026, 9:44 p.m.
NED2 Entity disambiguation (via description) batch_69bf11a79fdc8190ae82034e77bc46b7 completed March 21, 2026, 9:46 p.m.
Created at: March 8, 2026, 3:08 p.m.