Triple
T1925826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carlsbad |
E40828
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Carlsbad Village
Carlsbad Village is the walkable downtown district of Carlsbad, California, known for its shops, restaurants, beaches, and coastal small-town charm.
|
E215626
|
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: Carlsbad Village | Statement: [Carlsbad, hasAttraction, Carlsbad Village]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carlsbad Village Context triple: [Carlsbad, hasAttraction, Carlsbad Village]
-
A.
Holtville
Holtville is a small agricultural city in Southern California’s Imperial Valley, known for its farming community and annual Carrot Festival.
-
B.
Fair Oaks Village
Fair Oaks Village is a historic, pedestrian-friendly commercial and cultural district in Fair Oaks, California, known for its small-town charm, local shops, and free-roaming chickens.
-
C.
Allendale
Allendale is a small census-designated community located in Solano County in Northern California.
-
D.
Rosarito
Rosarito is a coastal resort city in northern Baja California, Mexico, known for its beaches, tourism, and proximity to the U.S. border.
-
E.
Montecito
Montecito is an affluent unincorporated community in Southern California known for its luxury estates, celebrity residents, and scenic coastal setting near Santa Barbara.
- 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: Carlsbad Village Triple: [Carlsbad, hasAttraction, Carlsbad Village]
Generated description
Carlsbad Village is the walkable downtown district of Carlsbad, California, known for its shops, restaurants, beaches, and coastal small-town charm.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Carlsbad Village Target entity description: Carlsbad Village is the walkable downtown district of Carlsbad, California, known for its shops, restaurants, beaches, and coastal small-town charm.
-
A.
Holtville
Holtville is a small agricultural city in Southern California’s Imperial Valley, known for its farming community and annual Carrot Festival.
-
B.
Fair Oaks Village
Fair Oaks Village is a historic, pedestrian-friendly commercial and cultural district in Fair Oaks, California, known for its small-town charm, local shops, and free-roaming chickens.
-
C.
Allendale
Allendale is a small census-designated community located in Solano County in Northern California.
-
D.
Rosarito
Rosarito is a coastal resort city in northern Baja California, Mexico, known for its beaches, tourism, and proximity to the U.S. border.
-
E.
Montecito
Montecito is an affluent unincorporated community in Southern California known for its luxury estates, celebrity residents, and scenic coastal setting near Santa Barbara.
- 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_69a8864711648190b07bed24ed76258e |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb260da088190ac53bfc9437e112b |
completed | March 7, 2026, 5:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3e881748190b00f125185e91271 |
completed | March 8, 2026, 10:10 p.m. |
| NEDg | Description generation | batch_69adf494f0288190bf77285d18fcd3d9 |
completed | March 8, 2026, 10:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf51f49488190b9b0465b4da685c1 |
completed | March 8, 2026, 10:15 p.m. |
Created at: March 4, 2026, 7:35 p.m.