Triple

T13284243
Position Surface form Disambiguated ID Type / Status
Subject Milton, Georgia E316397 entity
Predicate namedAfter P63 FINISHED
Object John Milton (Georgia politician)
John Milton was an early 19th-century Georgia politician and public official whose legacy is commemorated in the naming of the city of Milton, Georgia.
E316397 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: John Milton (Georgia politician) | Statement: [Milton, Georgia, namedAfter, John Milton (Georgia politician)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Milton (Georgia politician)
Context triple: [Milton, Georgia, namedAfter, John Milton (Georgia politician)]
  • A. John Milton Jr.
    John Milton Jr. is the brother of Mary Milton, about whom little else is publicly documented.
  • B. Milton See
    Milton See is a partner at the law firm Cady, Berg & See.
  • C. John Milton Hamilton
    John Milton Hamilton was an individual significant enough in regional history or exploration that Mount Hamilton was named in his honor.
  • D. John Milton Lee
    John Milton Lee was an African American educator, soldier, and civic leader best known as one of the founders of the historically Black fraternity Kappa Alpha Psi.
  • E. William Mullen
    William Mullen is a personal name shared by multiple individuals, including figures in fields such as politics, sports, and academia.
  • 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: John Milton (Georgia politician)
Triple: [Milton, Georgia, namedAfter, John Milton (Georgia politician)]
Generated description
John Milton was an early 19th-century Georgia politician and public official whose legacy is commemorated in the naming of the city of Milton, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Milton (Georgia politician)
Target entity description: John Milton was an early 19th-century Georgia politician and public official whose legacy is commemorated in the naming of the city of Milton, Georgia.
  • A. John Milton (Georgia politician) chosen
    John Milton was an early 19th-century Georgia politician and public official whose legacy includes having the city of Milton, Georgia, named in his honor.
  • B. John Milton Jr.
    John Milton Jr. is the brother of Mary Milton, about whom little else is publicly documented.
  • C. Milton See
    Milton See is a partner at the law firm Cady, Berg & See.
  • D. John Milton Hamilton
    John Milton Hamilton was an individual significant enough in regional history or exploration that Mount Hamilton was named in his honor.
  • E. John Milton Lee
    John Milton Lee was an African American educator, soldier, and civic leader best known as one of the founders of the historically Black fraternity Kappa Alpha Psi.
  • 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_69d806b349908190a9a61dd9323bf153 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99047531c819087aa6406de1ddc82 completed April 11, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a5a98488190804a97a052741377 completed May 3, 2026, 8:42 a.m.
NEDg Description generation batch_69f70b117c588190bb81ff53664cac4a completed May 3, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_69f70c04da34819091e01db25741674e completed May 3, 2026, 8:49 a.m.
Created at: April 9, 2026, 9:27 p.m.