Triple

T7916308
Position Surface form Disambiguated ID Type / Status
Subject Northwest Florida E183836 entity
Predicate hasCity P316 FINISHED
Object 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.
 E702914 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: [Northwest Florida, hasCity, Milton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milton
Context triple: [Northwest Florida, hasCity, Milton]
  • A. Milton
    Milton is the birth name of Bill Finger, the influential American comic book writer and uncredited co-creator of Batman.
  • 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 common English surname most famously borne by the 17th-century poet John Milton, author of "Paradise Lost."
  • E. Milton
    Milton is a small rural service town in the Otago region of New Zealand, historically linked to the local forestry and farming industries.
  • 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: [Northwest Florida, hasCity, Milton]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milton
Target entity description: 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.
  • 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 suburban city in the northern part of the Atlanta metropolitan area, known for its affluent residential communities and semi-rural character.
  • D. Milton
    Milton is a small settlement on the island of South Uist in Scotland’s Outer Hebrides.
  • E. Milton
    Milton is a town located within Saratoga County in the state of New York, United States.
  • 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_69ca828efbe48190bd48482650182e79 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a76ae688190b068e4c92603a16d completed March 31, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbdffe21fc8190acffc2e92d13aa5d completed March 31, 2026, 2:53 p.m.
NEDg Description generation batch_69cbe30b7904819083050a00258287a4 completed March 31, 2026, 3:06 p.m.
NED2 Entity disambiguation (via description) batch_69cc327e60e08190a1dcf8f7a4542cf9 completed March 31, 2026, 8:45 p.m.
Created at: March 30, 2026, 5:05 p.m.