Triple
T11597993
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ambler, Pennsylvania |
E275053
|
entity |
| Predicate | hasCulturalEvent |
P2955
|
FINISHED |
| Object |
Ambler Arts & Music Festival
Ambler Arts & Music Festival is an annual community event in Ambler, Pennsylvania featuring live music performances, art displays, food vendors, and family-friendly activities.
|
E936036
|
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: Ambler Arts & Music Festival | Statement: [Ambler, Pennsylvania, hasCulturalEvent, Ambler Arts & Music Festival]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ambler Arts & Music Festival Context triple: [Ambler, Pennsylvania, hasCulturalEvent, Ambler Arts & Music Festival]
-
A.
Trenton Summer Festival
Trenton Summer Festival is an annual community celebration in Trenton, Michigan, featuring live entertainment, food vendors, family activities, and local arts and crafts.
-
B.
Lower Town Arts & Music Festival
The Lower Town Arts & Music Festival is an annual celebration in Paducah’s historic Lower Town district featuring regional and national artists, live music performances, and a variety of visual arts, crafts, and cultural activities.
-
C.
Delaware Arts Festival
The Delaware Arts Festival is an annual community arts celebration in Delaware, Ohio, featuring visual art, crafts, live entertainment, and local vendors.
-
D.
AthFest Music and Arts Festival
AthFest Music and Arts Festival is an annual multi-day celebration featuring live music, visual arts, and community events that showcases the vibrant creative scene of Athens, Georgia.
-
E.
Dogwood Arts Festival
The Dogwood Arts Festival is an annual spring celebration in Knoxville, Tennessee, featuring art exhibitions, live performances, and events highlighting the region’s blooming dogwood trees and local culture.
- 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: Ambler Arts & Music Festival Triple: [Ambler, Pennsylvania, hasCulturalEvent, Ambler Arts & Music Festival]
Generated description
Ambler Arts & Music Festival is an annual community event in Ambler, Pennsylvania featuring live music performances, art displays, food vendors, and family-friendly activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ambler Arts & Music Festival Target entity description: Ambler Arts & Music Festival is an annual community event in Ambler, Pennsylvania featuring live music performances, art displays, food vendors, and family-friendly activities.
-
A.
Trenton Summer Festival
Trenton Summer Festival is an annual community celebration in Trenton, Michigan, featuring live entertainment, food vendors, family activities, and local arts and crafts.
-
B.
Lower Town Arts & Music Festival
The Lower Town Arts & Music Festival is an annual celebration in Paducah’s historic Lower Town district featuring regional and national artists, live music performances, and a variety of visual arts, crafts, and cultural activities.
-
C.
Delaware Arts Festival
The Delaware Arts Festival is an annual community arts celebration in Delaware, Ohio, featuring visual art, crafts, live entertainment, and local vendors.
-
D.
AthFest Music and Arts Festival
AthFest Music and Arts Festival is an annual multi-day celebration featuring live music, visual arts, and community events that showcases the vibrant creative scene of Athens, Georgia.
-
E.
Dogwood Arts Festival
The Dogwood Arts Festival is an annual spring celebration in Knoxville, Tennessee, featuring art exhibitions, live performances, and events highlighting the region’s blooming dogwood trees and local culture.
- 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_69d6aae6b14c81908dc5a74bad7591f9 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d89549c870819086e16e9110bbad87 |
completed | April 10, 2026, 6:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e8a7cad108819082eebb3ca130f5b8 |
completed | April 22, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69e8af93e07c8190aecb040cac6db146 |
completed | April 22, 2026, 11:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ee5b254a2081909cba97a6ecb10601 |
completed | April 26, 2026, 6:36 p.m. |
Created at: April 8, 2026, 9:38 p.m.