Triple

T15314047

Position	Surface form	Disambiguated ID	Type / Status
Subject	Dallas Code Compliance Department	`E366107`	entity
Predicate	worksWith	`P398`	FINISHED
Object	Dallas City Attorney’s Office The Dallas City Attorney’s Office is the municipal legal department responsible for providing legal counsel to the City of Dallas, representing it in civil and criminal matters, and enforcing city laws and ordinances.	`E1150795`	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: Dallas City Attorney’s Office | Statement: [Dallas Code Compliance Department, worksWith, Dallas City Attorney’s Office]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Dallas City Attorney’s Office
Context triple: [Dallas Code Compliance Department, worksWith, Dallas City Attorney’s Office]

A. Harris County District Attorney's Office
The Harris County District Attorney's Office is the prosecutorial agency responsible for enforcing state criminal laws and representing the state in criminal cases in Harris County, Texas.
B. Dallas County District Attorney
The Dallas County District Attorney is the chief prosecutor for Dallas County, Texas, responsible for representing the state in criminal cases and significant legal matters arising within the county.
C. Dallas city government
The Dallas city government is the municipal authority responsible for governing the city of Dallas, Texas, overseeing local services, policies, and administration.
D. Dallas City Council
The Dallas City Council is the elected legislative body that sets policy, passes ordinances, and oversees the governance of the city of Dallas, Texas.
E. Office of the Attorney General for the District of Columbia
The Office of the Attorney General for the District of Columbia is the chief legal office for D.C., responsible for providing legal advice to the district government and representing it in civil and criminal matters.
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: Dallas City Attorney’s Office
Triple: [Dallas Code Compliance Department, worksWith, Dallas City Attorney’s Office]

Generated description

The Dallas City Attorney’s Office is the municipal legal department responsible for providing legal counsel to the City of Dallas, representing it in civil and criminal matters, and enforcing city laws and ordinances.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Dallas City Attorney’s Office
Target entity description: The Dallas City Attorney’s Office is the municipal legal department responsible for providing legal counsel to the City of Dallas, representing it in civil and criminal matters, and enforcing city laws and ordinances.

A. Harris County District Attorney's Office
The Harris County District Attorney's Office is the prosecutorial agency responsible for enforcing state criminal laws and representing the state in criminal cases in Harris County, Texas.
B. Dallas County District Attorney
The Dallas County District Attorney is the chief prosecutor for Dallas County, Texas, responsible for representing the state in criminal cases and significant legal matters arising within the county.
C. Dallas city government
The Dallas city government is the municipal authority responsible for governing the city of Dallas, Texas, overseeing local services, policies, and administration.
D. Dallas City Council
The Dallas City Council is the elected legislative body that sets policy, passes ordinances, and oversees the governance of the city of Dallas, Texas.
E. Office of the Attorney General for the District of Columbia
The Office of the Attorney General for the District of Columbia is the chief legal office for D.C., responsible for providing legal advice to the district government and representing it in civil and criminal matters.
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_69d85a113ee881908e297a1d38dd79fa`	completed	April 10, 2026, 2:01 a.m.
NER	Named-entity recognition	`batch_69e03dd050108190a584543cb93943a4`	completed	April 16, 2026, 1:39 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69fef8a3da3881909b50cfbec0543adc`	completed	May 9, 2026, 9:04 a.m.
NEDg	Description generation	`batch_69fefdb82b2081908084a12a58ad3477`	completed	May 9, 2026, 9:26 a.m.
NED2	Entity disambiguation (via description)	`batch_69fefe6c42708190bd893885fc5bc88e`	completed	May 9, 2026, 9:29 a.m.

Created at: April 10, 2026, 3:16 a.m.