Triple

T1056490
Position Surface form Disambiguated ID Type / Status
Subject John Milton E22807 entity
Predicate familyName P18 FINISHED
Object Milton
Milton is a common English surname most famously borne by the 17th-century poet John Milton, author of "Paradise Lost."
 E134051 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: Milton | Statement: [John Milton, familyName, Milton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milton
Context triple: [John Milton, familyName, Milton]
  • A. Milton
    Milton is a suburban town in eastern Massachusetts, United States, located just south of Boston.
  • B. Milton
    Milton is a rapidly growing town in Southern Ontario, Canada, located within the Greater Toronto Area and known for its suburban communities and proximity to major urban centers.
  • C. Milton
    Milton is a small village or locality within the town of Litchfield in northwestern Connecticut, known for its rural New England character.
  • D. Milton
    Milton is a town located within Saratoga County in the state of New York, United States.
  • E. Salem
    Salem is a mid-sized city in the Willamette Valley of the U.S. Pacific Northwest known for its government institutions and agricultural surroundings.
  • 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: Milton
Triple: [John Milton, familyName, Milton]
Generated description
Milton is a common English surname most famously borne by the 17th-century poet John Milton, author of "Paradise Lost."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milton
Target entity description: Milton is a common English surname most famously borne by the 17th-century poet John Milton, author of "Paradise Lost."
  • A. Milton
    Milton is a suburban town in eastern Massachusetts, United States, located just south of Boston.
  • B. Milton
    Milton is a small village or locality within the town of Litchfield in northwestern Connecticut, known for its rural New England character.
  • C. Milton
    Milton is a town located within Saratoga County in the state of New York, United States.
  • D. Milton
    Milton is a rapidly growing town in Southern Ontario, Canada, located within the Greater Toronto Area and known for its suburban communities and proximity to major urban centers.
  • E. Salem
    Salem is a mid-sized city in the Willamette Valley of the U.S. Pacific Northwest known for its government institutions and agricultural surroundings.
  • 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_69a493dada0481909c43649f9843ea91 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8d9102c819090af78cae50f0ff2 completed March 1, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac66224db481909318add535721977 completed March 7, 2026, 5:53 p.m.
NEDg Description generation batch_69ac66d7aef881909f5bb83b4563c581 completed March 7, 2026, 5:56 p.m.
NED2 Entity disambiguation (via description) batch_69ac676cb9a08190a83d47de80126677 completed March 7, 2026, 5:59 p.m.
Created at: March 1, 2026, 7:42 p.m.