Triple
T21135113
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Frontenac |
E520796
|
entity |
| Predicate | formedByAmalgamationOf |
P6637
|
FINISHED |
| Object |
Loughborough Township
Loughborough Township was a former rural municipality in eastern Ontario, Canada, that later became part of the Township of South Frontenac through amalgamation.
|
E1468410
|
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: Loughborough Township | Statement: [South Frontenac, formedByAmalgamationOf, Loughborough Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loughborough Township Context triple: [South Frontenac, formedByAmalgamationOf, Loughborough Township]
-
A.
Roxbury Township
Roxbury Township is a suburban municipality in Morris County, New Jersey, known for its residential communities, local parks, and access to regional transportation routes.
-
B.
Bristol Township
Bristol Township is a local governmental subdivision and community area within Kendall County, Illinois.
-
C.
Bristol Township
Bristol Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities and proximity to the Philadelphia metropolitan area.
-
D.
Lawrence Township
Lawrence Township is a suburban municipality in Mercer County, New Jersey, known for its residential communities, shopping centers, and proximity to Princeton.
-
E.
Lakewood Township
Lakewood Township is a municipality in Ocean County, New Jersey, known for its large Orthodox Jewish community and significant religious and educational institutions.
- 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: Loughborough Township Triple: [South Frontenac, formedByAmalgamationOf, Loughborough Township]
Generated description
Loughborough Township was a former rural municipality in eastern Ontario, Canada, that later became part of the Township of South Frontenac through amalgamation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loughborough Township Target entity description: Loughborough Township was a former rural municipality in eastern Ontario, Canada, that later became part of the Township of South Frontenac through amalgamation.
-
A.
Roxbury Township
Roxbury Township is a suburban municipality in Morris County, New Jersey, known for its residential communities, local parks, and access to regional transportation routes.
-
B.
Bristol Township
Bristol Township is a local governmental subdivision and community area within Kendall County, Illinois.
-
C.
Bristol Township
Bristol Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities and proximity to the Philadelphia metropolitan area.
-
D.
Lawrence Township
Lawrence Township is a suburban municipality in Mercer County, New Jersey, known for its residential communities, shopping centers, and proximity to Princeton.
-
E.
Lakewood Township
Lakewood Township is a municipality in Ocean County, New Jersey, known for its large Orthodox Jewish community and significant religious and educational institutions.
- 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_69e0b50b53048190ae34e8abbe3c5ada |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e723592fd48190ba5977a1b229d51e |
completed | April 21, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0965f1fb2c8190b66ee5e64cc98aa4 |
completed | May 17, 2026, 6:53 a.m. |
| NEDg | Description generation | batch_6a0966f894d48190b6841c35a9aab417 |
completed | May 17, 2026, 6:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a096adfd4248190a26c513278e7b334 |
completed | May 17, 2026, 7:14 a.m. |
Created at: April 16, 2026, 2:57 p.m.