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.