Triple
T19899136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berwyn Heights, Maryland |
E478233
|
entity |
| Predicate | hasLocalGovernment |
P2820
|
FINISHED |
| Object |
Berwyn Heights Town Council
The Berwyn Heights Town Council is the elected legislative and governing body responsible for setting policy, passing local ordinances, and overseeing municipal services in the town of Berwyn Heights, Maryland.
|
E1401428
|
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: Berwyn Heights Town Council | Statement: [Berwyn Heights, Maryland, hasLocalGovernment, Berwyn Heights Town Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berwyn Heights Town Council Context triple: [Berwyn Heights, Maryland, hasLocalGovernment, Berwyn Heights Town Council]
-
A.
Berwyn Park District
The Berwyn Park District is the local government agency responsible for providing and maintaining parks, recreational facilities, and community programs for residents of Berwyn, Illinois.
-
B.
Berwyn South School District 100
Berwyn South School District 100 is a public school district serving elementary and middle school students in the southern portion of Berwyn, Illinois.
-
C.
Borough Council of Highland Park
The Borough Council of Highland Park is the elected municipal legislative body responsible for setting local policies, passing ordinances, and overseeing governance in Highland Park, New Jersey.
-
D.
Berwyn Township
Berwyn Township is a civil township located in the western suburbs of Chicago, Illinois, providing local governmental services to residents of the city of Berwyn within Cook County.
-
E.
Arlington Heights Park District
Arlington Heights Park District is the local governmental agency that manages and operates parks, recreational facilities, and community programs for residents of Arlington Heights, Illinois.
- 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: Berwyn Heights Town Council Triple: [Berwyn Heights, Maryland, hasLocalGovernment, Berwyn Heights Town Council]
Generated description
The Berwyn Heights Town Council is the elected legislative and governing body responsible for setting policy, passing local ordinances, and overseeing municipal services in the town of Berwyn Heights, Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berwyn Heights Town Council Target entity description: The Berwyn Heights Town Council is the elected legislative and governing body responsible for setting policy, passing local ordinances, and overseeing municipal services in the town of Berwyn Heights, Maryland.
-
A.
Berwyn Park District
The Berwyn Park District is the local government agency responsible for providing and maintaining parks, recreational facilities, and community programs for residents of Berwyn, Illinois.
-
B.
Berwyn South School District 100
Berwyn South School District 100 is a public school district serving elementary and middle school students in the southern portion of Berwyn, Illinois.
-
C.
Borough Council of Highland Park
The Borough Council of Highland Park is the elected municipal legislative body responsible for setting local policies, passing ordinances, and overseeing governance in Highland Park, New Jersey.
-
D.
Berwyn Township
Berwyn Township is a civil township located in the western suburbs of Chicago, Illinois, providing local governmental services to residents of the city of Berwyn within Cook County.
-
E.
Arlington Heights Park District
Arlington Heights Park District is the local governmental agency that manages and operates parks, recreational facilities, and community programs for residents of Arlington Heights, Illinois.
- 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_69d8e520682081909892916424699bd5 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6593fbb348190afa7acf45af406ed |
completed | April 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ea42b8c88190922819539e4b640b |
completed | May 16, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a07eaffbc748190b33574e2868f94c5 |
completed | May 16, 2026, 3:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07eb617a3c8190a0538feb7bc962cd |
completed | May 16, 2026, 3:58 a.m. |
Created at: April 10, 2026, 1:52 p.m.