Triple

T6783793
Position Surface form Disambiguated ID Type / Status
Subject Marshfield E155749 entity
Predicate hasVillage P4011 FINISHED
Object North Marshfield
North Marshfield is a village within the town of Marshfield, likely a small residential community in that municipality.
 E617749 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: North Marshfield | Statement: [Marshfield, hasVillage, North Marshfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Marshfield
Context triple: [Marshfield, hasVillage, North Marshfield]
  • A. Marshfield
    Marshfield is a historic rural village and civil parish in South Gloucestershire, England, known for its traditional Cotswold stone architecture and conservation area status.
  • B. Marshfield
    Marshfield is a coastal town in Plymouth County, Massachusetts, known for its beaches along Cape Cod Bay and its New England seaside character.
  • C. Marshfield Hills
    Marshfield Hills is a historic, residential village within the coastal town of Marshfield, Massachusetts, known for its New England charm and preserved 19th-century character.
  • D. Marshfield, Wisconsin
    Marshfield, Wisconsin is a small city in central Wisconsin known historically as a regional agricultural and medical services hub.
  • E. Marshfield, Vermont
    Marshfield, Vermont is a small rural town in central Vermont known for its scenic landscapes, tight-knit community, and proximity to the state capital, Montpelier.
  • 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: North Marshfield
Triple: [Marshfield, hasVillage, North Marshfield]
Generated description
North Marshfield is a village within the town of Marshfield, likely a small residential community in that municipality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Marshfield
Target entity description: North Marshfield is a village within the town of Marshfield, likely a small residential community in that municipality.
  • A. Marshfield
    Marshfield is a historic rural village and civil parish in South Gloucestershire, England, known for its traditional Cotswold stone architecture and conservation area status.
  • B. Marshfield
    Marshfield is a coastal town in Plymouth County, Massachusetts, known for its beaches along Cape Cod Bay and its New England seaside character.
  • C. Marshfield Hills chosen
    Marshfield Hills is a historic, residential village within the coastal town of Marshfield, Massachusetts, known for its New England charm and preserved 19th-century character.
  • D. Marshfield, Wisconsin
    Marshfield, Wisconsin is a small city in central Wisconsin known historically as a regional agricultural and medical services hub.
  • E. Marshfield, Vermont
    Marshfield, Vermont is a small rural town in central Vermont known for its scenic landscapes, tight-knit community, and proximity to the state capital, Montpelier.
  • F. None of above.

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_69c688162bf8819088b664b5c3b5be7a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d28bdc3c8190aa60616d89db66ed completed March 27, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a84c0c48190be87bff2da4e69a1 completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71b4c14fc8190bbe37473d48284ff completed March 28, 2026, 12:05 a.m.
NED2 Entity disambiguation (via description) batch_69c71bc1d09881908496cddec4b6248a completed March 28, 2026, 12:07 a.m.
Created at: March 27, 2026, 2:14 p.m.