Triple
T5176230
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rough and Ready, California |
E116804
|
entity |
| Predicate | hasCommunityOrganization |
P12098
|
FINISHED |
| Object |
Rough and Ready Chamber of Commerce
Rough and Ready Chamber of Commerce is a local business and community advocacy organization serving the unincorporated town of Rough and Ready, California.
|
E500422
|
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: Rough and Ready Chamber of Commerce | Statement: [Rough and Ready, California, hasCommunityOrganization, Rough and Ready Chamber of Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rough and Ready Chamber of Commerce Context triple: [Rough and Ready, California, hasCommunityOrganization, Rough and Ready Chamber of Commerce]
-
A.
City of Fairburn
The City of Fairburn is the municipal government responsible for administering public services, local policies, and community affairs in Fairburn, Georgia.
-
B.
Spreckelsville
Spreckelsville is a small coastal community on the north shore of Maui, Hawaii, known for its beaches, windsurfing spots, and proximity to the town of Paia.
-
C.
Linwood
Linwood is a small Scottish town in Renfrewshire, near Paisley, known historically for its car manufacturing and as a residential commuter community for the Greater Glasgow area.
-
D.
Linwood
Linwood is a residential neighborhood located within the city of Milwaukie, Oregon.
-
E.
Parlor City
Parlor City is a historic nickname for Binghamton, New York, reflecting its past reputation as a refined, prosperous urban center.
- 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: Rough and Ready Chamber of Commerce Triple: [Rough and Ready, California, hasCommunityOrganization, Rough and Ready Chamber of Commerce]
Generated description
Rough and Ready Chamber of Commerce is a local business and community advocacy organization serving the unincorporated town of Rough and Ready, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rough and Ready Chamber of Commerce Target entity description: Rough and Ready Chamber of Commerce is a local business and community advocacy organization serving the unincorporated town of Rough and Ready, California.
-
A.
City of Fairburn
The City of Fairburn is the municipal government responsible for administering public services, local policies, and community affairs in Fairburn, Georgia.
-
B.
Spreckelsville
Spreckelsville is a small coastal community on the north shore of Maui, Hawaii, known for its beaches, windsurfing spots, and proximity to the town of Paia.
-
C.
Linwood
Linwood is a residential neighborhood located within the city of Milwaukie, Oregon.
-
D.
Linwood
Linwood is a small Scottish town in Renfrewshire, near Paisley, known historically for its car manufacturing and as a residential commuter community for the Greater Glasgow area.
-
E.
Parlor City
Parlor City is a historic nickname for Binghamton, New York, reflecting its past reputation as a refined, prosperous urban center.
- 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_69bd446140f08190becb93c61158f27f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd797349008190b87ad9d0d3eb667f |
completed | March 20, 2026, 4:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed94e269481908118fd1af1fc6a44 |
completed | March 21, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69bedd266d00819090d857ca08b411c7 |
completed | March 21, 2026, 6:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bedda0b8dc81909942627e735023e3 |
completed | March 21, 2026, 6:04 p.m. |
Created at: March 20, 2026, 1:45 p.m.