Triple

T4398877
Position Surface form Disambiguated ID Type / Status
Subject Cambridge Farms E99562 entity
Predicate partOf P40 FINISHED
Object Town of Cambridge (colonial era)
The Town of Cambridge (colonial era) was a Massachusetts Bay Colony settlement that encompassed outlying farming areas such as Cambridge Farms before later municipal divisions created separate towns.
E113375 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: Town of Cambridge (colonial era) | Statement: [Cambridge Farms, partOf, Town of Cambridge (colonial era)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Town of Cambridge (colonial era)
Context triple: [Cambridge Farms, partOf, Town of Cambridge (colonial era)]
  • A. Northampton, Massachusetts Bay Colony
    Northampton, Massachusetts Bay Colony was an important 18th-century New England town known as a center of religious life and revivalism in colonial Massachusetts.
  • B. City of Cambridge
    The City of Cambridge is a historic and culturally vibrant Massachusetts city known for its prestigious universities, diverse neighborhoods, and rich architectural heritage.
  • C. Andover, Massachusetts Bay Colony
    Andover, Massachusetts Bay Colony was a 17th-century New England Puritan settlement that became known for its involvement in the Salem witch trials and early colonial life in what is now Massachusetts.
  • D. Salisbury, Massachusetts Bay Colony
    Salisbury, Massachusetts Bay Colony was a 17th-century English settlement in northeastern Massachusetts, known as one of the early coastal towns established in the Massachusetts Bay Colony.
  • E. West Cambridge
    West Cambridge is a primarily residential neighborhood in the western part of Cambridge, Massachusetts, known for its historic homes, tree-lined streets, and proximity to the Charles River.
  • 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: Town of Cambridge (colonial era)
Triple: [Cambridge Farms, partOf, Town of Cambridge (colonial era)]
Generated description
The Town of Cambridge (colonial era) was a Massachusetts Bay Colony settlement that encompassed outlying farming areas such as Cambridge Farms before later municipal divisions created separate towns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Town of Cambridge (colonial era)
Target entity description: The Town of Cambridge (colonial era) was a Massachusetts Bay Colony settlement that encompassed outlying farming areas such as Cambridge Farms before later municipal divisions created separate towns.
  • A. Northampton, Massachusetts Bay Colony
    Northampton, Massachusetts Bay Colony was an important 18th-century New England town known as a center of religious life and revivalism in colonial Massachusetts.
  • B. City of Cambridge chosen
    The City of Cambridge is a historic and culturally vibrant Massachusetts city known for its prestigious universities, diverse neighborhoods, and rich architectural heritage.
  • C. Andover, Massachusetts Bay Colony
    Andover, Massachusetts Bay Colony was a 17th-century New England Puritan settlement that became known for its involvement in the Salem witch trials and early colonial life in what is now Massachusetts.
  • D. Salisbury, Massachusetts Bay Colony
    Salisbury, Massachusetts Bay Colony was a 17th-century English settlement in northeastern Massachusetts, known as one of the early coastal towns established in the Massachusetts Bay Colony.
  • E. West Cambridge
    West Cambridge is a primarily residential neighborhood in the western part of Cambridge, Massachusetts, known for its historic homes, tree-lined streets, and proximity to the Charles River.
  • 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_69b345506b408190b0e3dee616738a7d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352cc4ab081908bc45d2f76cd4da8 completed March 12, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e53d34cc81909969d86efc441dee completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e6562abc8190bbd7b8ffdfcd0f14 completed March 14, 2026, 10:51 p.m.
NED2 Entity disambiguation (via description) batch_69b5e6b800d48190bed53f28b767471e completed March 14, 2026, 10:52 p.m.
Created at: March 12, 2026, 11:20 p.m.