Triple

T6783792
Position Surface form Disambiguated ID Type / Status
Subject Marshfield E155749 entity
Predicate hasVillage P4011 FINISHED
Object 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.
 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: Marshfield Hills | Statement: [Marshfield, hasVillage, Marshfield Hills]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marshfield Hills
Context triple: [Marshfield, hasVillage, Marshfield Hills]
  • A. Pine Hill
    Pine Hill is the modestly elevated summit that serves as the highest natural point on Cape Cod in Massachusetts.
  • B. Pine Hill
    Pine Hill is a small borough in southern New Jersey, United States, known primarily as a residential community within the Philadelphia metropolitan area.
  • C. Spruce Hill
    Spruce Hill is a primarily residential neighborhood in West Philadelphia known for its historic Victorian architecture and proximity to the University of Pennsylvania.
  • D. Northwood Hills
    Northwood Hills is a suburban area and local center in the northwest of Greater London, known for its residential character and transport links.
  • E. Waldeck Upland
    Waldeck Upland is a hilly, forested region in central Germany known for its reservoirs, nature parks, and outdoor recreation areas.
  • 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: Marshfield Hills
Triple: [Marshfield, hasVillage, Marshfield Hills]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marshfield Hills
Target entity description: 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.
  • A. Pine Hill
    Pine Hill is the modestly elevated summit that serves as the highest natural point on Cape Cod in Massachusetts.
  • B. Pine Hill
    Pine Hill is a small borough in southern New Jersey, United States, known primarily as a residential community within the Philadelphia metropolitan area.
  • C. Spruce Hill
    Spruce Hill is a primarily residential neighborhood in West Philadelphia known for its historic Victorian architecture and proximity to the University of Pennsylvania.
  • D. Northwood Hills
    Northwood Hills is a suburban area and local center in the northwest of Greater London, known for its residential character and transport links.
  • E. Waldeck Upland
    Waldeck Upland is a hilly, forested region in central Germany known for its reservoirs, nature parks, and outdoor recreation areas.
  • 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_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_69c712d5557881909614819deb335534 completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c713c89a748190bd7bf280b82317f0 completed March 27, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69c714697330819082be2c9a871703f5 completed March 27, 2026, 11:36 p.m.
Created at: March 27, 2026, 2:14 p.m.