Triple
T12797108
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cook County townships |
E305917
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Barrington Township
Barrington Township is a suburban township in Cook County, Illinois, encompassing residential communities, local government services, and parts of the greater Chicago metropolitan area.
|
E1029941
|
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: Barrington Township | Statement: [Cook County townships, hasMember, Barrington Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barrington Township Context triple: [Cook County townships, hasMember, Barrington Township]
-
A.
Bloomfield Township
Bloomfield Township is a rural civil township located in Clinton County in the eastern part of the U.S. state of Iowa.
-
B.
Brookfield Township
Brookfield Township is a civil township located in Clinton County, Iowa, United States.
-
C.
Brownsville Township
Brownsville Township is a small civil township located in southeastern Minnesota, United States, known for its rural character and proximity to the Mississippi River.
-
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.
Elmhurst Township
Elmhurst Township is a small municipality located in northeastern Pennsylvania, United States.
- 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: Barrington Township Triple: [Cook County townships, hasMember, Barrington Township]
Generated description
Barrington Township is a suburban township in Cook County, Illinois, encompassing residential communities, local government services, and parts of the greater Chicago metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barrington Township Target entity description: Barrington Township is a suburban township in Cook County, Illinois, encompassing residential communities, local government services, and parts of the greater Chicago metropolitan area.
-
A.
Bloomfield Township
Bloomfield Township is a rural civil township located in Clinton County in the eastern part of the U.S. state of Iowa.
-
B.
Brookfield Township
Brookfield Township is a civil township located in Clinton County, Iowa, United States.
-
C.
Brownsville Township
Brownsville Township is a small civil township located in southeastern Minnesota, United States, known for its rural character and proximity to the Mississippi River.
-
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.
Elmhurst Township
Elmhurst Township is a small municipality located in northeastern Pennsylvania, United States.
- 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_69f70a18790c8190afea8f946712987c |
completed | May 3, 2026, 8:40 a.m. |
| NEDg | Description generation | batch_69f70c000da081909297f3d24666b6a5 |
completed | May 3, 2026, 8:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f70ce60a7081908f9498fcfec98e90 |
completed | May 3, 2026, 8:52 a.m. |
Created at: April 9, 2026, 5:30 p.m.