Triple

T4105651
Position Surface form Disambiguated ID Type / Status
Subject Atlanta City Hall E88443 entity
Predicate architect P184 FINISHED
Object G. Lloyd Preacher
G. Lloyd Preacher was an American architect best known for designing prominent early 20th-century buildings in Atlanta, Georgia.
 E412223 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: G. Lloyd Preacher | Statement: [Atlanta City Hall, architect, G. Lloyd Preacher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: G. Lloyd Preacher
Context triple: [Atlanta City Hall, architect, G. Lloyd Preacher]
  • A. John Cothran Jr.
    John Cothran Jr. is an American character actor known for his supporting roles in film and television, including appearances in dramas and thrillers.
  • B. John Shelby
    John Shelby is a key member of the Shelby crime family in the British television series "Peaky Blinders," known for his fierce loyalty, volatility, and role in the gang's violent operations.
  • C. A. Louis Allred
    A. Louis Allred was an American chemist best known for co-developing the Allred–Rochow electronegativity scale used to quantify the tendency of atoms to attract electrons.
  • D. Charles G. Smith
    Charles G. Smith was an American engineer and businessman best known as a co-founder of the defense and aerospace company Raytheon.
  • E. George Pentecost
    George Pentecost is an actor best known for his role in the 1970s American sitcom "Blansky's Beauties."
  • 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: G. Lloyd Preacher
Triple: [Atlanta City Hall, architect, G. Lloyd Preacher]
Generated description
G. Lloyd Preacher was an American architect best known for designing prominent early 20th-century buildings in Atlanta, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: G. Lloyd Preacher
Target entity description: G. Lloyd Preacher was an American architect best known for designing prominent early 20th-century buildings in Atlanta, Georgia.
  • A. John Cothran Jr.
    John Cothran Jr. is an American character actor known for his supporting roles in film and television, including appearances in dramas and thrillers.
  • B. John Shelby
    John Shelby is a key member of the Shelby crime family in the British television series "Peaky Blinders," known for his fierce loyalty, volatility, and role in the gang's violent operations.
  • C. A. Louis Allred
    A. Louis Allred was an American chemist best known for co-developing the Allred–Rochow electronegativity scale used to quantify the tendency of atoms to attract electrons.
  • D. Charles G. Smith
    Charles G. Smith was an American engineer and businessman best known as a co-founder of the defense and aerospace company Raytheon.
  • E. George Pentecost
    George Pentecost is an actor best known for his role in the 1970s American sitcom "Blansky's Beauties."
  • 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_69aed9484fb881909146f4c772ad277c completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af019af25481909e9f1d171356f3e8 completed March 9, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b7f88948190b87242e706a488c0 completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56c0a3b1c81908ae4c630c6881c1c completed March 14, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_69b56c94df3481908d2f4a3976fb775b completed March 14, 2026, 2:11 p.m.
Created at: March 9, 2026, 3:40 p.m.