Triple
T12797109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cook County townships |
E305917
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
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.
|
E1004539
|
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 Township | Statement: [Cook County townships, hasMember, Berwyn Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berwyn Township Context triple: [Cook County townships, hasMember, Berwyn Township]
-
A.
Brookfield Township
Brookfield Township is a civil township located in Clinton County, Iowa, United States.
-
B.
Elmhurst Township
Elmhurst Township is a small municipality located in northeastern Pennsylvania, United States.
-
C.
Bloomfield Township
Bloomfield Township is a rural civil township located in Clinton County in the eastern part of the U.S. state of Iowa.
-
D.
Olmsted Township
Olmsted Township is a suburban community in Cuyahoga County, Ohio, known for its residential neighborhoods and proximity to the city of Cleveland.
-
E.
Niles Township
Niles Township is a suburban area in Cook County, Illinois, encompassing several communities just north of Chicago and served by Niles Township High School District 219.
- 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 Township Triple: [Cook County townships, hasMember, Berwyn Township]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berwyn Township Target entity description: 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.
-
A.
Brookfield Township
Brookfield Township is a civil township located in Clinton County, Iowa, United States.
-
B.
Elmhurst Township
Elmhurst Township is a small municipality located in northeastern Pennsylvania, United States.
-
C.
Bloomfield Township
Bloomfield Township is a rural civil township located in Clinton County in the eastern part of the U.S. state of Iowa.
-
D.
Olmsted Township
Olmsted Township is a suburban community in Cuyahoga County, Ohio, known for its residential neighborhoods and proximity to the city of Cleveland.
-
E.
Niles Township
Niles Township is a suburban area in Cook County, Illinois, encompassing several communities just north of Chicago and served by Niles Township High School District 219.
- 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_69d7bdf366888190a8cccb982606889c |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e6db68481909a2ca8da1287f3e0 |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ec0d5dc819099a8036c6cbac634 |
completed | May 2, 2026, 11:54 p.m. |
| NEDg | Description generation | batch_69f6908cb8ec8190855b217c13a51f16 |
completed | May 3, 2026, 12:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6917688508190ae5a64494eaadce7 |
completed | May 3, 2026, 12:06 a.m. |
Created at: April 9, 2026, 5:30 p.m.