Triple
T3520421
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dallas city government |
E74407
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Dallas Office of Economic Development
The Dallas Office of Economic Development is a municipal agency focused on attracting investment, supporting business growth, and promoting job creation and revitalization within the city of Dallas.
|
E74407
|
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 Office of Economic Development | Statement: [Dallas city government, oversees, Dallas Office of Economic Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dallas Office of Economic Development Context triple: [Dallas city government, oversees, Dallas Office of Economic Development]
-
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.
Dallas Division
The Dallas Division is a regional branch of the United States District Court for the Northern District of Texas that handles federal cases arising from the Dallas area.
-
C.
Dallas Arts District
The Dallas Arts District is a vibrant cultural hub in downtown Dallas, Texas, known as one of the largest contiguous urban arts districts in the United States, featuring major museums, performance venues, and arts organizations.
-
D.
Downtown Dallas
Downtown Dallas is the central business district and urban core of Dallas, Texas, known for its skyscrapers, cultural attractions, and major corporate headquarters.
-
E.
Dallas Bar Association
The Dallas Bar Association is a professional organization of attorneys in Dallas, Texas, dedicated to supporting the legal profession and promoting justice and legal education in the community.
- 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 Office of Economic Development Triple: [Dallas city government, oversees, Dallas Office of Economic Development]
Generated description
The Dallas Office of Economic Development is a municipal agency focused on attracting investment, supporting business growth, and promoting job creation and revitalization within the city of Dallas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dallas Office of Economic Development Target entity description: The Dallas Office of Economic Development is a municipal agency focused on attracting investment, supporting business growth, and promoting job creation and revitalization within the city of Dallas.
-
A.
Dallas city government
chosen
The Dallas city government is the municipal authority responsible for governing the city of Dallas, Texas, overseeing local services, policies, and administration.
-
B.
Dallas Division
The Dallas Division is a regional branch of the United States District Court for the Northern District of Texas that handles federal cases arising from the Dallas area.
-
C.
Dallas Arts District
The Dallas Arts District is a vibrant cultural hub in downtown Dallas, Texas, known as one of the largest contiguous urban arts districts in the United States, featuring major museums, performance venues, and arts organizations.
-
D.
Downtown Dallas
Downtown Dallas is the central business district and urban core of Dallas, Texas, known for its skyscrapers, cultural attractions, and major corporate headquarters.
-
E.
Dallas Bar Association
The Dallas Bar Association is a professional organization of attorneys in Dallas, Texas, dedicated to supporting the legal profession and promoting justice and legal education in the community.
- F. None of above.
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.