Triple
T3520420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dallas city government |
E74407
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Dallas Code Compliance Department
The Dallas Code Compliance Department is a municipal agency responsible for enforcing city codes and ordinances to protect public health, safety, and neighborhood quality in Dallas.
|
E366107
|
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 Code Compliance Department | Statement: [Dallas city government, oversees, Dallas Code Compliance Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dallas Code Compliance Department Context triple: [Dallas city government, oversees, Dallas Code Compliance Department]
-
A.
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.
-
B.
City of Austin Development Services Department
The City of Austin Development Services Department is the municipal agency responsible for overseeing land use, permitting, and development regulations within Austin, Texas.
-
C.
Dallas Police Department
The Dallas Police Department is the primary law enforcement agency responsible for policing the city of Dallas, Texas, and investigating crimes within its jurisdiction.
-
D.
Dallas County Sheriff’s Office
The Dallas County Sheriff’s Office is the Alabama law enforcement agency historically known for its central role in violently opposing civil rights demonstrators during the Selma to Montgomery marches in 1965.
-
E.
City of Austin Planning and Zoning authorities
The City of Austin Planning and Zoning authorities are the municipal agencies responsible for regulating land use, development, and urban design in Austin, Texas, including safeguarding key public views of the Texas State Capitol.
- 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 Code Compliance Department Triple: [Dallas city government, oversees, Dallas Code Compliance Department]
Generated description
The Dallas Code Compliance Department is a municipal agency responsible for enforcing city codes and ordinances to protect public health, safety, and neighborhood quality in Dallas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dallas Code Compliance Department Target entity description: The Dallas Code Compliance Department is a municipal agency responsible for enforcing city codes and ordinances to protect public health, safety, and neighborhood quality in Dallas.
-
A.
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.
-
B.
City of Austin Development Services Department
The City of Austin Development Services Department is the municipal agency responsible for overseeing land use, permitting, and development regulations within Austin, Texas.
-
C.
Dallas Police Department
The Dallas Police Department is the primary law enforcement agency responsible for policing the city of Dallas, Texas, and investigating crimes within its jurisdiction.
-
D.
Dallas County Sheriff’s Office
The Dallas County Sheriff’s Office is the Alabama law enforcement agency historically known for its central role in violently opposing civil rights demonstrators during the Selma to Montgomery marches in 1965.
-
E.
City of Austin Planning and Zoning authorities
The City of Austin Planning and Zoning authorities are the municipal agencies responsible for regulating land use, development, and urban design in Austin, Texas, including safeguarding key public views of the Texas State Capitol.
- 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_69ad85d0c5488190a3d8e02ebd01a1aa |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc4af70c8190a7471f28e1efd7fd |
completed | March 8, 2026, 6:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b37e848d1c8190b100cb2e1218afbb |
completed | March 13, 2026, 3:03 a.m. |
| NEDg | Description generation | batch_69b37f07ab70819089fdb7083b81b992 |
completed | March 13, 2026, 3:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b38078bc288190b69d73a64acce8ca |
completed | March 13, 2026, 3:11 a.m. |
Created at: March 8, 2026, 3:19 p.m.