Triple
T8221030
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sheriff of Maricopa County |
E192058
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Maricopa County Attorney’s Office
The Maricopa County Attorney’s Office is the chief prosecutorial agency for Maricopa County, Arizona, responsible for prosecuting criminal cases, providing legal counsel to county agencies, and representing the county in civil matters.
|
E719160
|
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: Maricopa County Attorney’s Office | Statement: [Sheriff of Maricopa County, collaboratesWith, Maricopa County Attorney’s Office]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maricopa County Attorney’s Office Context triple: [Sheriff of Maricopa County, collaboratesWith, Maricopa County Attorney’s Office]
-
A.
Maricopa County Superior Court
Maricopa County Superior Court is the trial-level court of general jurisdiction serving Maricopa County, Arizona, handling a wide range of civil, criminal, family, probate, and juvenile cases.
-
B.
Maricopa County Board of Supervisors
The Maricopa County Board of Supervisors is the elected governing body responsible for setting policy, overseeing county services, and managing the budget for Maricopa County, Arizona.
-
C.
Maricopa County Parks and Recreation Department
The Maricopa County Parks and Recreation Department is the regional government agency responsible for managing and maintaining Maricopa County’s extensive system of regional parks, trails, and outdoor recreation facilities in Arizona.
-
D.
Cochise County Sheriff's Office
The Cochise County Sheriff's Office is the primary county-level law enforcement agency responsible for public safety, patrol, investigations, and jail operations throughout Cochise County, Arizona.
-
E.
Clark County Prosecutor’s Office
The Clark County Prosecutor’s Office is the local government agency responsible for prosecuting criminal cases and representing the public interest in legal matters within Clark County.
- 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: Maricopa County Attorney’s Office Triple: [Sheriff of Maricopa County, collaboratesWith, Maricopa County Attorney’s Office]
Generated description
The Maricopa County Attorney’s Office is the chief prosecutorial agency for Maricopa County, Arizona, responsible for prosecuting criminal cases, providing legal counsel to county agencies, and representing the county in civil matters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maricopa County Attorney’s Office Target entity description: The Maricopa County Attorney’s Office is the chief prosecutorial agency for Maricopa County, Arizona, responsible for prosecuting criminal cases, providing legal counsel to county agencies, and representing the county in civil matters.
-
A.
Maricopa County Superior Court
Maricopa County Superior Court is the trial-level court of general jurisdiction serving Maricopa County, Arizona, handling a wide range of civil, criminal, family, probate, and juvenile cases.
-
B.
Maricopa County Board of Supervisors
The Maricopa County Board of Supervisors is the elected governing body responsible for setting policy, overseeing county services, and managing the budget for Maricopa County, Arizona.
-
C.
Maricopa County Parks and Recreation Department
The Maricopa County Parks and Recreation Department is the regional government agency responsible for managing and maintaining Maricopa County’s extensive system of regional parks, trails, and outdoor recreation facilities in Arizona.
-
D.
Cochise County Sheriff's Office
The Cochise County Sheriff's Office is the primary county-level law enforcement agency responsible for public safety, patrol, investigations, and jail operations throughout Cochise County, Arizona.
-
E.
Clark County Prosecutor’s Office
The Clark County Prosecutor’s Office is the local government agency responsible for prosecuting criminal cases and representing the public interest in legal matters within Clark County.
- 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_69ca82c9a8ac81908b011c38698456e4 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb77c782a8819086019ab6bac05749 |
completed | March 31, 2026, 7:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccee01ed9c819086bfc35e89f7bad8 |
completed | April 1, 2026, 10:05 a.m. |
| NEDg | Description generation | batch_69ccf1bc720081908c4eabf58336318a |
completed | April 1, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd05eaba1c81908510a20b1ca93821 |
completed | April 1, 2026, 11:47 a.m. |
Created at: March 30, 2026, 5:45 p.m.