Triple

T10914158
Position Surface form Disambiguated ID Type / Status
Subject Northeastern Pennsylvania E257776 entity
Predicate hasCity P316 FINISHED
Object Milton
Milton is a small borough in central Pennsylvania, United States, known historically as an industrial and railroad town along the West Branch Susquehanna River.
E894264 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: [Northeastern Pennsylvania, hasCity, Milton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Milton
Context triple: [Northeastern Pennsylvania, hasCity, 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: [Northeastern Pennsylvania, hasCity, Milton]
Generated description
Milton is a small borough in central Pennsylvania, United States, known historically as an industrial and railroad town along the West Branch Susquehanna River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Milton
Target entity description: Milton is a small borough in central Pennsylvania, United States, known historically as an industrial and railroad town along the West Branch Susquehanna River.
  • 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 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.
  • 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. 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77073d12881908ea59771b84bc804 completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e216eb77dc81908c380f5fcd507275 completed April 17, 2026, 11:18 a.m.
NEDg Description generation batch_69e21d8952c881908a952de83754e049 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e2247fbd348190bb0d221923dac892 completed April 17, 2026, 12:16 p.m.
Created at: April 8, 2026, 9:22 p.m.