Triple
T18143705
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frank V. Brocato |
E434326
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
City of Hoover
The City of Hoover is a suburban municipality in central Alabama, United States, known for its residential communities, shopping centers, and role as part of the Birmingham metropolitan area.
|
E1308097
|
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: City of Hoover | Statement: [Frank V. Brocato, employer, City of Hoover]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Hoover Context triple: [Frank V. Brocato, employer, City of Hoover]
-
A.
City of Woodward
The City of Woodward is the principal urban center and county seat of Woodward County in northwestern Oklahoma, known historically as a regional hub for agriculture and energy.
-
B.
Pleasant Hill
Pleasant Hill is a suburban city in central Iowa located just east of Des Moines.
-
C.
Fawcett City
Fawcett City is a fictional American city in DC Comics, best known as the primary setting for Captain Marvel/Shazam stories.
-
D.
City of Whittier
The City of Whittier is a suburban community in Los Angeles County, California, known for its historic downtown, residential neighborhoods, and proximity to the greater Los Angeles metropolitan area.
-
E.
Liberty City, Alabama
Liberty City, Alabama is a small unincorporated rural community located in Macon County in the southeastern 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: City of Hoover Triple: [Frank V. Brocato, employer, City of Hoover]
Generated description
The City of Hoover is a suburban municipality in central Alabama, United States, known for its residential communities, shopping centers, and role as part of the Birmingham metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Hoover Target entity description: The City of Hoover is a suburban municipality in central Alabama, United States, known for its residential communities, shopping centers, and role as part of the Birmingham metropolitan area.
-
A.
City of Woodward
The City of Woodward is the principal urban center and county seat of Woodward County in northwestern Oklahoma, known historically as a regional hub for agriculture and energy.
-
B.
Pleasant Hill
Pleasant Hill is a suburban city in central Iowa located just east of Des Moines.
-
C.
Fawcett City
Fawcett City is a fictional American city in DC Comics, best known as the primary setting for Captain Marvel/Shazam stories.
-
D.
City of Whittier
The City of Whittier is a suburban community in Los Angeles County, California, known for its historic downtown, residential neighborhoods, and proximity to the greater Los Angeles metropolitan area.
-
E.
Liberty City, Alabama
Liberty City, Alabama is a small unincorporated rural community located in Macon County in the southeastern 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_69d8b90aac308190801e2c57d8c5bfe5 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4de0da3e081908732ed022f5eb90a |
completed | April 19, 2026, 1:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a038552a3e081908d055737dd85b2c6 |
completed | May 12, 2026, 7:53 p.m. |
| NEDg | Description generation | batch_6a03887c8e4c819084d905bd116799fc |
completed | May 12, 2026, 8:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0388ea54a0819089def110dd41b4d4 |
completed | May 12, 2026, 8:09 p.m. |
Created at: April 10, 2026, 10:29 a.m.