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.