Triple
T7698274
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Austin land development code |
E174421
|
entity |
| Predicate | isEnforcedBy |
P2864
|
FINISHED |
| Object | City of Austin Code Compliance |
E174420
|
NE FINISHED |
How this triple was built (2 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 Austin Code Compliance | Statement: [Austin land development code, isEnforcedBy, City of Austin Code Compliance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Austin Code Compliance Context triple: [Austin land development code, isEnforcedBy, City of Austin Code Compliance]
-
A.
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.
-
B.
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.
-
C.
City of Austin Development Services Department
chosen
The City of Austin Development Services Department is the municipal agency responsible for overseeing land use, permitting, and development regulations within Austin, Texas.
-
D.
Austin land development code
The Austin land development code is the set of municipal regulations that governs how land can be used and built upon in Austin, Texas, including rules that preserve protected views of the State Capitol.
-
E.
Los Angeles Municipal Code
The Los Angeles Municipal Code is the comprehensive collection of local laws and regulations governing activities, land use, public safety, and conduct within the City of Los Angeles.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c6995a72cc8190998e56daa6f8e453 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7026a8268819097c03458ed263a55 |
completed | March 27, 2026, 10:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8acaee2c481909efa30125e8ca890 |
completed | March 29, 2026, 4:38 a.m. |
Created at: March 27, 2026, 4:03 p.m.