Triple
T3614791
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allstate |
E76573
|
entity |
| Predicate | headquartersLocation |
P62
|
FINISHED |
| Object |
Northbrook, Illinois, United States
Northbrook, Illinois, United States is a suburban village north of Chicago known for its affluent residential communities, strong school system, and role as a major corporate hub.
|
E373182
|
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: Northbrook, Illinois, United States | Statement: [Allstate, headquartersLocation, Northbrook, Illinois, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northbrook, Illinois, United States Context triple: [Allstate, headquartersLocation, Northbrook, Illinois, United States]
-
A.
Oak Brook, Illinois
Oak Brook, Illinois is an affluent suburban village west of Chicago known for its corporate headquarters, upscale shopping centers, and extensive parklands.
-
B.
Oakbrook Terrace, Illinois
Oakbrook Terrace, Illinois is a small suburban city in DuPage County near Chicago, known for its concentration of office buildings and as the longtime home of major healthcare accrediting body The Joint Commission.
-
C.
Arlington Heights, Illinois
Arlington Heights, Illinois is a suburban village northwest of Chicago known for its residential communities, commercial districts, and former Arlington International Racecourse.
-
D.
Park Ridge, Illinois
Park Ridge, Illinois is a suburban city northwest of Chicago known for its residential character, historic downtown, and as the childhood home of former U.S. Secretary of State Hillary Clinton.
-
E.
Winnetka, Illinois, United States
Winnetka, Illinois, United States is an affluent suburban village on Chicago’s North Shore known for its picturesque residential character and as the hometown of several notable figures.
- 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: Northbrook, Illinois, United States Triple: [Allstate, headquartersLocation, Northbrook, Illinois, United States]
Generated description
Northbrook, Illinois, United States is a suburban village north of Chicago known for its affluent residential communities, strong school system, and role as a major corporate hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northbrook, Illinois, United States Target entity description: Northbrook, Illinois, United States is a suburban village north of Chicago known for its affluent residential communities, strong school system, and role as a major corporate hub.
-
A.
Oak Brook, Illinois
Oak Brook, Illinois is an affluent suburban village west of Chicago known for its corporate headquarters, upscale shopping centers, and extensive parklands.
-
B.
Oakbrook Terrace, Illinois
Oakbrook Terrace, Illinois is a small suburban city in DuPage County near Chicago, known for its concentration of office buildings and as the longtime home of major healthcare accrediting body The Joint Commission.
-
C.
Arlington Heights, Illinois
Arlington Heights, Illinois is a suburban village northwest of Chicago known for its residential communities, commercial districts, and former Arlington International Racecourse.
-
D.
Park Ridge, Illinois
Park Ridge, Illinois is a suburban city northwest of Chicago known for its residential character, historic downtown, and as the childhood home of former U.S. Secretary of State Hillary Clinton.
-
E.
Winnetka, Illinois, United States
Winnetka, Illinois, United States is an affluent suburban village on Chicago’s North Shore known for its picturesque residential character and as the hometown of several notable figures.
- 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_69ad85da0ba481908b3b48c69efe2b98 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc279f6948190b9655a4cf3e77d89 |
completed | March 8, 2026, 6:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b433184a4081908598f4084e959c2e |
completed | March 13, 2026, 3:54 p.m. |
| NEDg | Description generation | batch_69b436e75b6081908a64983955504af8 |
completed | March 13, 2026, 4:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b43aa17e048190a39eb22a5be9da0c |
completed | March 13, 2026, 4:26 p.m. |
Created at: March 8, 2026, 3:23 p.m.