Triple

T9315874
Position Surface form Disambiguated ID Type / Status
Subject Deborah Milton E224117 entity
Predicate familyName P18 FINISHED
Object Milton
Milton is an English surname historically associated with several notable figures in literature, politics, and the arts.
 E134051 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Milton | Statement: [Deborah Milton, familyName, Milton]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milton
Context triple: [Deborah Milton, familyName, Milton]
  • A. Milton
    Milton is a village and civil parish just north of Cambridge in South Cambridgeshire, England, known for its proximity to the city and the nearby Cambridge Science Park.
  • B. Milton
    Milton is the given first name of the influential American artist Robert Rauschenberg, known for his pioneering work in mixed-media and pop art.
  • C. Milton
    Milton is a residential suburb located on Portsea Island in the city of Portsmouth, England.
  • D. Milton
    Milton is the birth name of Bill Finger, the influential American comic book writer and uncredited co-creator of Batman.
  • E. Milton
    Milton is a small city in northwest Florida known for its historic downtown, proximity to the Blackwater River, and role as the county seat of Santa Rosa County.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milton
Target entity description: Milton is an English surname historically associated with several notable figures in literature, politics, and the arts.
  • A. Milton chosen
    Milton is a common English surname most famously borne by the 17th-century poet John Milton, author of "Paradise Lost."
  • B. Milton
    Milton is a masculine given name of Old English origin meaning "mill town" that has been borne by numerous notable figures across arts, politics, and academia.
  • C. Milton
    Milton is the given first name of the influential American artist Robert Rauschenberg, known for his pioneering work in mixed-media and pop art.
  • D. Milton
    Milton is a residential suburb located on Portsea Island in the city of Portsmouth, England.
  • E. Milton
    Milton is a suburban town in eastern Massachusetts, United States, located just south of Boston.
  • F. None of above.

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Milton
Triple: [Deborah Milton, familyName, Milton]
Generated description
Milton is an English surname historically associated with several notable figures in literature, politics, and the arts.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69ca8425f4fc81909c1c586e9a5b7530 elicitation completed
NER batch_69cd358846e48190a8aacfab19d88ae7 ner completed
NED1 batch_69d0c7acba54819086da668f234321de ned_source_triple completed
NED2 batch_69d0caeb3bf8819082afe90dec3364ec ned_description completed
NEDg batch_69d0c8d9caf88190b595fe2fdf925394 nedg completed
Created at: March 30, 2026, 7:37 p.m.