Triple
T15314010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dallas Public Works Department |
E366106
|
entity |
| Predicate | headedBy |
P981
|
FINISHED |
| Object |
Public Works Director of Dallas
The Public Works Director of Dallas is the senior city official responsible for overseeing the planning, construction, and maintenance of Dallas’s public infrastructure and related municipal services.
|
E1150793
|
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: Public Works Director of Dallas | Statement: [Dallas Public Works Department, headedBy, Public Works Director of Dallas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Works Director of Dallas Context triple: [Dallas Public Works Department, headedBy, Public Works Director of Dallas]
-
A.
City Manager of Dallas
The City Manager of Dallas is the appointed chief administrative officer responsible for overseeing day-to-day operations and implementing policies for the City of Dallas.
-
B.
City Secretary of Dallas
The City Secretary of Dallas is a key municipal official responsible for maintaining city records, managing City Council agendas and minutes, and overseeing local elections and public information services.
-
C.
Mayor of Dallas
The Mayor of Dallas is the elected chief executive of the city government of Dallas, Texas, responsible for providing leadership, setting policy priorities, and representing the city locally and nationally.
-
D.
City Auditor of Dallas
The City Auditor of Dallas is an independent official responsible for evaluating and improving the efficiency, effectiveness, and accountability of the City of Dallas’s operations and finances.
-
E.
Mayor of College Station, Texas
The Mayor of College Station, Texas is the elected head of the city government responsible for leading the city council and representing the community in local and regional affairs.
- 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: Public Works Director of Dallas Triple: [Dallas Public Works Department, headedBy, Public Works Director of Dallas]
Generated description
The Public Works Director of Dallas is the senior city official responsible for overseeing the planning, construction, and maintenance of Dallas’s public infrastructure and related municipal services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Works Director of Dallas Target entity description: The Public Works Director of Dallas is the senior city official responsible for overseeing the planning, construction, and maintenance of Dallas’s public infrastructure and related municipal services.
-
A.
City Manager of Dallas
The City Manager of Dallas is the appointed chief administrative officer responsible for overseeing day-to-day operations and implementing policies for the City of Dallas.
-
B.
City Secretary of Dallas
The City Secretary of Dallas is a key municipal official responsible for maintaining city records, managing City Council agendas and minutes, and overseeing local elections and public information services.
-
C.
Mayor of Dallas
The Mayor of Dallas is the elected chief executive of the city government of Dallas, Texas, responsible for providing leadership, setting policy priorities, and representing the city locally and nationally.
-
D.
City Auditor of Dallas
The City Auditor of Dallas is an independent official responsible for evaluating and improving the efficiency, effectiveness, and accountability of the City of Dallas’s operations and finances.
-
E.
Mayor of College Station, Texas
The Mayor of College Station, Texas is the elected head of the city government responsible for leading the city council and representing the community in local and regional affairs.
- 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.