Triple
T2870952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Downtown Fort Worth |
E63557
|
entity |
| Predicate | hasBusinessOrganization |
P21206
|
FINISHED |
| Object | Downtown Fort Worth, Inc. |
E63557
|
NE FINISHED |
How this triple was built (3 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: Downtown Fort Worth, Inc. | Statement: [Downtown Fort Worth, hasBusinessOrganization, Downtown Fort Worth, Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Downtown Fort Worth, Inc. Context triple: [Downtown Fort Worth, hasBusinessOrganization, Downtown Fort Worth, Inc.]
-
A.
Downtown Fort Worth
chosen
Downtown Fort Worth is the central business district and cultural hub of Fort Worth, Texas, known for its mix of modern skyscrapers, historic architecture, and vibrant entertainment venues.
-
B.
Northside Fort Worth
Northside Fort Worth is a historic neighborhood in Fort Worth, Texas, best known for its Western heritage, cattle industry roots, and the famed Stockyards area.
-
C.
Denton County Transportation Authority
Denton County Transportation Authority is a regional public transit agency in North Texas that operates bus and rail services primarily within Denton County and connects to the broader Dallas–Fort Worth transportation network.
-
D.
Fort Worth, Texas
Fort Worth, Texas is a major city in North Texas known for its historic Western heritage, cultural districts, and role as a key economic and transportation hub in the Dallas–Fort Worth metroplex.
-
E.
Design District (Dallas)
The Design District in Dallas is a trendy neighborhood known for its art galleries, interior design showrooms, upscale dining, and converted industrial spaces just northwest of downtown.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasBusinessOrganization Context triple: [Downtown Fort Worth, hasBusinessOrganization, Downtown Fort Worth, Inc.]
-
A.
hasBusiness
chosen
Indicates that one entity owns, operates, or is formally associated with a business entity.
-
B.
hasTypeOfOrganization
Indicates that an entity is classified as belonging to a particular type or category of organization.
-
C.
hasBusinessNode
Indicates that an entity is associated with, linked to, or represented by a specific business-related node within a business structure or network.
-
D.
hasEconomicOrganization
Indicates that an entity possesses, is associated with, or participates in a specific economic organization or institutional economic structure.
-
E.
hasBusinessDivision
Indicates that an organization includes or is composed of a specific business division as a subordinate unit.
- F. None of above.
Provenance (4 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_69ab4c42fb8c8190b36e161d47c03b81 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdfe2dcb48190a194253e733d14af |
completed | March 7, 2026, 8:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01db01d348190945ab982ce5c5b2d |
completed | March 10, 2026, 1:33 p.m. |
| PD | Predicate disambiguation | batch_69abdd142e4c8190b424cb0c5ff40d04 |
completed | March 7, 2026, 8:08 a.m. |
Created at: March 6, 2026, 10:02 p.m.