Triple
T8358052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jim Ross |
E196727
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Arlington Chamber of Commerce
The Arlington Chamber of Commerce is a local business association that advocates for economic growth, supports member businesses, and promotes the commercial interests of the Arlington, Texas community.
|
E728831
|
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: Arlington Chamber of Commerce | Statement: [Jim Ross, memberOf, Arlington Chamber of Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arlington Chamber of Commerce Context triple: [Jim Ross, memberOf, Arlington Chamber of Commerce]
-
A.
Arlington Historical Society
The Arlington Historical Society is a local organization dedicated to preserving and interpreting the history of Arlington, Massachusetts through the stewardship of historic sites, collections, and educational programs.
-
B.
Arlington Community Schools
Arlington Community Schools is a public school district serving students in the suburban town of Arlington in Shelby County, Tennessee.
-
C.
Reston Association
Reston Association is the primary community association responsible for managing amenities, services, and covenants for residents of the planned community of Reston, Virginia.
-
D.
Arlington Police Department
The Arlington Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws within the town of Arlington, Tennessee.
-
E.
Arlington Public Schools
Arlington Public Schools is the public school district serving students in the town of Arlington, Massachusetts.
- 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: Arlington Chamber of Commerce Triple: [Jim Ross, memberOf, Arlington Chamber of Commerce]
Generated description
The Arlington Chamber of Commerce is a local business association that advocates for economic growth, supports member businesses, and promotes the commercial interests of the Arlington, Texas community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arlington Chamber of Commerce Target entity description: The Arlington Chamber of Commerce is a local business association that advocates for economic growth, supports member businesses, and promotes the commercial interests of the Arlington, Texas community.
-
A.
Arlington Historical Society
The Arlington Historical Society is a local organization dedicated to preserving and interpreting the history of Arlington, Massachusetts through the stewardship of historic sites, collections, and educational programs.
-
B.
Arlington Community Schools
Arlington Community Schools is a public school district serving students in the suburban town of Arlington in Shelby County, Tennessee.
-
C.
Reston Association
Reston Association is the primary community association responsible for managing amenities, services, and covenants for residents of the planned community of Reston, Virginia.
-
D.
Arlington Police Department
The Arlington Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws within the town of Arlington, Tennessee.
-
E.
Arlington Public Schools
Arlington Public Schools is the public school district serving students in the town of Arlington, Massachusetts.
- 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_69ca82f08b348190bfb7881944bbff6f |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb806fa5c88190b23b6b3ee9d6ec6d |
completed | March 31, 2026, 8:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cdc76d49c881909e8e93b8f7d940df |
completed | April 2, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69cdcc872cc081909c75b3fb08b03e3f |
completed | April 2, 2026, 1:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdd15b53748190966a94b7e8c04880 |
completed | April 2, 2026, 2:15 a.m. |
Created at: March 30, 2026, 5:59 p.m.