Triple
T9979777
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valley Ranch, Irving |
E196420
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
City of Irving municipal government
The City of Irving municipal government is the local governing body responsible for providing public services, administration, and policy leadership for the city of Irving, Texas.
|
E834109
|
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: City of Irving municipal government | Statement: [Valley Ranch, Irving, governedBy, City of Irving municipal government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Irving municipal government Context triple: [Valley Ranch, Irving, governedBy, City of Irving municipal government]
-
A.
City of Irvine government
The City of Irvine government is the municipal authority responsible for overseeing public services, local policy, and community development in Irvine, California.
-
B.
Downtown Irving
Downtown Irving is the historic central district of Irving, Texas, featuring a mix of civic buildings, local businesses, and cultural attractions connected by the city’s transit network.
-
C.
Irving Independent School District
Irving Independent School District is a public school district based in Irving, Texas, serving students in Irving and parts of neighboring communities in the Dallas–Fort Worth metropolitan area.
-
D.
Irving, Texas
Irving, Texas is a major city in the Dallas–Fort Worth metropolitan area known for its corporate presence, transportation hubs, and role as a center for business and sports administration.
-
E.
Irving Arts Board
The Irving Arts Board is a governing body responsible for overseeing and supporting arts programming, policy, and cultural development in the city of Irving, Texas.
- 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: City of Irving municipal government Triple: [Valley Ranch, Irving, governedBy, City of Irving municipal government]
Generated description
The City of Irving municipal government is the local governing body responsible for providing public services, administration, and policy leadership for the city of Irving, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Irving municipal government Target entity description: The City of Irving municipal government is the local governing body responsible for providing public services, administration, and policy leadership for the city of Irving, Texas.
-
A.
City of Irvine government
The City of Irvine government is the municipal authority responsible for overseeing public services, local policy, and community development in Irvine, California.
-
B.
Downtown Irving
Downtown Irving is the historic central district of Irving, Texas, featuring a mix of civic buildings, local businesses, and cultural attractions connected by the city’s transit network.
-
C.
Irving Independent School District
Irving Independent School District is a public school district based in Irving, Texas, serving students in Irving and parts of neighboring communities in the Dallas–Fort Worth metropolitan area.
-
D.
Irving, Texas
Irving, Texas is a major city in the Dallas–Fort Worth metropolitan area known for its corporate presence, transportation hubs, and role as a center for business and sports administration.
-
E.
Irving Arts Board
The Irving Arts Board is a governing body responsible for overseeing and supporting arts programming, policy, and cultural development in the city of Irving, Texas.
- 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_69ca82efbce081908179b4b9c65096eb |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb8b9aca881908a9b5dfd7e0de4ba |
completed | April 2, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d257df420881909edac01b4e331c1e |
completed | April 5, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69d258b6d9c0819096dbd3e85dc6adfc |
completed | April 5, 2026, 12:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d25981db3c8190b7b4935cdcc1fe1c |
completed | April 5, 2026, 12:45 p.m. |
Created at: March 30, 2026, 8:49 p.m.