Triple
T12816876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludlow, Massachusetts |
E306424
|
entity |
| Predicate | hasCulturalEvent |
P2955
|
FINISHED |
| Object |
Ludlow Portuguese Festival
The Ludlow Portuguese Festival is an annual cultural celebration in Ludlow, Massachusetts, featuring Portuguese food, music, dance, and community traditions.
|
E1004263
|
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: Ludlow Portuguese Festival | Statement: [Ludlow, Massachusetts, hasCulturalEvent, Ludlow Portuguese Festival]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ludlow Portuguese Festival Context triple: [Ludlow, Massachusetts, hasCulturalEvent, Ludlow Portuguese Festival]
-
A.
Ludlow Food Festival
Ludlow Food Festival is a renowned annual food and drink event in Ludlow, England, celebrating local producers, regional cuisine, and culinary demonstrations.
-
B.
Columbus Day Weekend Festival
The Columbus Day Weekend Festival is an annual Italian-American cultural celebration in Providence’s Federal Hill neighborhood featuring food, music, parades, and community events.
-
C.
Hermosa Festival
Hermosa Festival is a major cultural and religious celebration in Zamboanga City honoring Our Lady of the Pillar with street parades, traditional dances, and various community events.
-
D.
Pintaflores Festival
Pintaflores Festival is a vibrant cultural celebration in San Carlos City, Negros Occidental, featuring colorful painted flower motifs, street dancing, and performances that highlight local artistry and tradition.
-
E.
La Plata Fall Festival
The La Plata Fall Festival is a community celebration in La Plata, Maryland, featuring seasonal activities, local vendors, family-friendly entertainment, and autumn-themed attractions.
- 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: Ludlow Portuguese Festival Triple: [Ludlow, Massachusetts, hasCulturalEvent, Ludlow Portuguese Festival]
Generated description
The Ludlow Portuguese Festival is an annual cultural celebration in Ludlow, Massachusetts, featuring Portuguese food, music, dance, and community traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ludlow Portuguese Festival Target entity description: The Ludlow Portuguese Festival is an annual cultural celebration in Ludlow, Massachusetts, featuring Portuguese food, music, dance, and community traditions.
-
A.
Ludlow Food Festival
Ludlow Food Festival is a renowned annual food and drink event in Ludlow, England, celebrating local producers, regional cuisine, and culinary demonstrations.
-
B.
Columbus Day Weekend Festival
The Columbus Day Weekend Festival is an annual Italian-American cultural celebration in Providence’s Federal Hill neighborhood featuring food, music, parades, and community events.
-
C.
Hermosa Festival
Hermosa Festival is a major cultural and religious celebration in Zamboanga City honoring Our Lady of the Pillar with street parades, traditional dances, and various community events.
-
D.
Pintaflores Festival
Pintaflores Festival is a vibrant cultural celebration in San Carlos City, Negros Occidental, featuring colorful painted flower motifs, street dancing, and performances that highlight local artistry and tradition.
-
E.
La Plata Fall Festival
The La Plata Fall Festival is a community celebration in La Plata, Maryland, featuring seasonal activities, local vendors, family-friendly entertainment, and autumn-themed attractions.
- 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_69d7bdf46c448190b1faa55aaacb6317 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e9d00088190ac0f5d60e1de7a7c |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ecee33c8190a6bf045731bb9326 |
completed | May 2, 2026, 11:54 p.m. |
| NEDg | Description generation | batch_69f691341d0081909ca3b281ee64b42b |
completed | May 3, 2026, 12:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f692361c3c81909078a19be1a86231 |
completed | May 3, 2026, 12:09 a.m. |
Created at: April 9, 2026, 5:31 p.m.