Triple

T7887978
Position Surface form Disambiguated ID Type / Status
Subject Hurricane Michael E183151 entity
Predicate replacementName P23044 FINISHED
Object Milton
Milton is the name assigned to a future Atlantic tropical cyclone, designated to replace the retired name Hurricane Michael.
 E701267 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: [Hurricane Michael, replacementName, Milton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milton
Context triple: [Hurricane Michael, replacementName, Milton]
  • A. Milton
    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 small rural service town in the Otago region of New Zealand, historically linked to the local forestry and farming industries.
  • C. Milton
    Milton is a Canadian federal electoral district in Ontario represented in the House of Commons.
  • D. 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.
  • E. Milton
    Milton is the birth name of Bill Finger, the influential American comic book writer and uncredited co-creator of Batman.
  • 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: [Hurricane Michael, replacementName, Milton]
Generated description
Milton is the name assigned to a future Atlantic tropical cyclone, designated to replace the retired name Hurricane Michael.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milton
Target entity description: Milton is the name assigned to a future Atlantic tropical cyclone, designated to replace the retired name Hurricane Michael.
  • A. 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.
  • B. Milton
    Milton is a common English surname most famously borne by the 17th-century poet John Milton, author of "Paradise Lost."
  • C. Milton
    Milton is a small settlement on the island of South Uist in Scotland’s Outer Hebrides.
  • D. 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.
  • E. Milton
    Milton is a suburban town in eastern Massachusetts, United States, located just south of Boston.
  • 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_69ca828af6e48190a06ee7010d8f0e64 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39d97460819089e37169813af5c2 completed March 31, 2026, 3:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b98f9b88190b25b5c23a9ae9ced completed March 31, 2026, 5:28 a.m.
NEDg Description generation batch_69cb7631d10881908e3c7dacb98520cd completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf847f3c819092d690d8d65f6d60 completed March 31, 2026, 12:35 p.m.
Created at: March 30, 2026, 4:59 p.m.