Triple
T6900822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Georgia Department of Economic Development |
E159488
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Georgia Chamber of Commerce
The Georgia Chamber of Commerce is a statewide business advocacy organization that represents and promotes the interests of Georgia’s employers to support economic growth and a competitive business climate.
|
E627145
|
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: Georgia Chamber of Commerce | Statement: [Georgia Department of Economic Development, collaboratesWith, Georgia Chamber of Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Georgia Chamber of Commerce Context triple: [Georgia Department of Economic Development, collaboratesWith, Georgia Chamber of Commerce]
-
A.
Georgia Department of Economic Development
The Georgia Department of Economic Development is the U.S. state of Georgia’s lead agency for attracting business investment, supporting trade and tourism, and promoting economic growth and job creation statewide.
-
B.
Georgia Research Alliance
The Georgia Research Alliance is a public–private partnership that supports and advances university-based research and innovation across Georgia to drive economic development and high-tech industry growth.
-
C.
Atlanta Regional Commission
The Atlanta Regional Commission is the regional planning and intergovernmental coordination agency for the Atlanta metropolitan area, overseeing long-range transportation, land use, and community development initiatives.
-
D.
Georgia Building Authority
The Georgia Building Authority is a state agency responsible for managing, operating, and maintaining government buildings and facilities in Georgia.
-
E.
Chamber of Commerce of the United States of America
The Chamber of Commerce of the United States of America is a major business federation representing the interests of millions of American companies in policy advocacy, lobbying, and legal actions at the federal and state levels.
- 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: Georgia Chamber of Commerce Triple: [Georgia Department of Economic Development, collaboratesWith, Georgia Chamber of Commerce]
Generated description
The Georgia Chamber of Commerce is a statewide business advocacy organization that represents and promotes the interests of Georgia’s employers to support economic growth and a competitive business climate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Georgia Chamber of Commerce Target entity description: The Georgia Chamber of Commerce is a statewide business advocacy organization that represents and promotes the interests of Georgia’s employers to support economic growth and a competitive business climate.
-
A.
Georgia Department of Economic Development
The Georgia Department of Economic Development is the U.S. state of Georgia’s lead agency for attracting business investment, supporting trade and tourism, and promoting economic growth and job creation statewide.
-
B.
Georgia Research Alliance
The Georgia Research Alliance is a public–private partnership that supports and advances university-based research and innovation across Georgia to drive economic development and high-tech industry growth.
-
C.
Atlanta Regional Commission
The Atlanta Regional Commission is the regional planning and intergovernmental coordination agency for the Atlanta metropolitan area, overseeing long-range transportation, land use, and community development initiatives.
-
D.
Georgia Building Authority
The Georgia Building Authority is a state agency responsible for managing, operating, and maintaining government buildings and facilities in Georgia.
-
E.
Chamber of Commerce of the United States of America
The Chamber of Commerce of the United States of America is a major business federation representing the interests of millions of American companies in policy advocacy, lobbying, and legal actions at the federal and state levels.
- 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_69c6883822e0819091e321526f20ae0a |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d9603f448190bb9f963c17ca206d |
completed | March 27, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c748f0dc448190914e38d780644698 |
completed | March 28, 2026, 3:20 a.m. |
| NEDg | Description generation | batch_69c749f7ab5c8190ab823fac27f7484d |
completed | March 28, 2026, 3:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c74a6f828c8190bf0cc56227b1a5b2 |
completed | March 28, 2026, 3:26 a.m. |
Created at: March 27, 2026, 2:24 p.m.