Triple
T4274799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Campbell |
E97023
|
entity |
| Predicate | hasDowntownArea |
P30435
|
FINISHED |
| Object |
Downtown Campbell
Downtown Campbell is a historic, pedestrian-friendly commercial district in Campbell, California, known for its shops, restaurants, and community events.
|
E427834
|
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: Downtown Campbell | Statement: [Campbell, hasDowntownArea, Downtown Campbell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Downtown Campbell Context triple: [Campbell, hasDowntownArea, Downtown Campbell]
-
A.
Town of Campbell
The Town of Campbell is a small Wisconsin municipality located on French Island in the Mississippi River, adjacent to the city of La Crosse.
-
B.
Cameron Park
Cameron Park is a suburban community in Northern California known for its residential neighborhoods, small-airport access, and proximity to the Sierra Nevada foothills.
-
C.
Beachmont
Beachmont is a Massachusetts Bay Transportation Authority rapid transit station on the Blue Line serving the Beachmont neighborhood of Revere, Massachusetts.
-
D.
City of Grandview
The City of Grandview is a small agricultural community in south-central Washington State known for its fruit orchards, vineyards, and location in the Yakima Valley.
-
E.
Inman Park
Inman Park is a historic, tree-lined neighborhood in Atlanta known for its Victorian homes, vibrant dining scene, and proximity to the Atlanta BeltLine.
- 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: Downtown Campbell Triple: [Campbell, hasDowntownArea, Downtown Campbell]
Generated description
Downtown Campbell is a historic, pedestrian-friendly commercial district in Campbell, California, known for its shops, restaurants, and community events.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Downtown Campbell Target entity description: Downtown Campbell is a historic, pedestrian-friendly commercial district in Campbell, California, known for its shops, restaurants, and community events.
-
A.
Town of Campbell
The Town of Campbell is a small Wisconsin municipality located on French Island in the Mississippi River, adjacent to the city of La Crosse.
-
B.
Cameron Park
Cameron Park is a suburban community in Northern California known for its residential neighborhoods, small-airport access, and proximity to the Sierra Nevada foothills.
-
C.
Beachmont
Beachmont is a Massachusetts Bay Transportation Authority rapid transit station on the Blue Line serving the Beachmont neighborhood of Revere, Massachusetts.
-
D.
City of Grandview
The City of Grandview is a small agricultural community in south-central Washington State known for its fruit orchards, vineyards, and location in the Yakima Valley.
-
E.
Inman Park
Inman Park is a historic, tree-lined neighborhood in Atlanta known for its Victorian homes, vibrant dining scene, and proximity to the Atlanta BeltLine.
- 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3501abb74819086b2f04ac7a5c114 |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7b0b2ec819090ccf042917ae207 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b8ac37c88190ad2c6a8358e17554 |
completed | March 14, 2026, 7:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b92eec8c81908c114238af39450f |
completed | March 14, 2026, 7:38 p.m. |
Created at: March 12, 2026, 11:07 p.m.