Triple
T16372571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tri-Valley |
E397598
|
entity |
| Predicate | hasChamberOfCommerce |
P90356
|
FINISHED |
| Object |
Tri-Valley Chamber of Commerce
Tri-Valley Chamber of Commerce is a regional business organization that supports and advocates for companies and economic development in California’s Tri-Valley area.
|
E1210408
|
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: Tri-Valley Chamber of Commerce | Statement: [Tri-Valley, hasChamberOfCommerce, Tri-Valley Chamber of Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tri-Valley Chamber of Commerce Context triple: [Tri-Valley, hasChamberOfCommerce, Tri-Valley Chamber of Commerce]
-
A.
Douglas County Chamber of Commerce
Douglas County Chamber of Commerce is a regional business organization that supports, advocates for, and promotes businesses and economic development in Douglas County, Georgia.
-
B.
MetroWest Chamber of Commerce
The MetroWest Chamber of Commerce is a regional business association that supports and advocates for companies and economic development in the MetroWest area of Massachusetts.
-
C.
Boston Chamber of Commerce
The Boston Chamber of Commerce is a regional business association that advocates for economic development, public policy, and the interests of companies in the Greater Boston area.
-
D.
Kosciusko Chamber of Commerce
Kosciusko Chamber of Commerce is a regional business organization that supports and advocates for businesses and economic development in and around Warsaw, Indiana.
-
E.
Bridgeport Chamber of Commerce
The Bridgeport Chamber of Commerce is a local business organization that promotes economic development, supports member businesses, and advocates for the commercial interests of the Bridgeport, Texas 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: Tri-Valley Chamber of Commerce Triple: [Tri-Valley, hasChamberOfCommerce, Tri-Valley Chamber of Commerce]
Generated description
Tri-Valley Chamber of Commerce is a regional business organization that supports and advocates for companies and economic development in California’s Tri-Valley area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tri-Valley Chamber of Commerce Target entity description: Tri-Valley Chamber of Commerce is a regional business organization that supports and advocates for companies and economic development in California’s Tri-Valley area.
-
A.
Douglas County Chamber of Commerce
Douglas County Chamber of Commerce is a regional business organization that supports, advocates for, and promotes businesses and economic development in Douglas County, Georgia.
-
B.
MetroWest Chamber of Commerce
The MetroWest Chamber of Commerce is a regional business association that supports and advocates for companies and economic development in the MetroWest area of Massachusetts.
-
C.
Boston Chamber of Commerce
The Boston Chamber of Commerce is a regional business association that advocates for economic development, public policy, and the interests of companies in the Greater Boston area.
-
D.
Kosciusko Chamber of Commerce
Kosciusko Chamber of Commerce is a regional business organization that supports and advocates for businesses and economic development in and around Warsaw, Indiana.
-
E.
Bridgeport Chamber of Commerce
The Bridgeport Chamber of Commerce is a local business organization that promotes economic development, supports member businesses, and advocates for the commercial interests of the Bridgeport, Texas community.
- 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_69d87f2778dc8190aa95c7572db127e6 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2ff4327248190a7c6bf01a81fd9b4 |
completed | April 18, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003561f83481909223c99bb83ebdf4 |
completed | May 10, 2026, 7:36 a.m. |
| NEDg | Description generation | batch_6a0036f14bfc81909ea14a333c296187 |
completed | May 10, 2026, 7:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003785b9d881908049867524345e06 |
completed | May 10, 2026, 7:45 a.m. |
Created at: April 10, 2026, 5:08 a.m.