Triple
T8439777
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calamba, Laguna |
E199320
|
entity |
| Predicate | hasNickname |
P39
|
FINISHED |
| Object |
The City of Hot Springs
The City of Hot Springs is a popular Philippine city renowned for its numerous natural hot spring resorts and scenic views of Mount Makiling.
|
E733486
|
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: The City of Hot Springs | Statement: [Calamba, Laguna, hasNickname, The City of Hot Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The City of Hot Springs Context triple: [Calamba, Laguna, hasNickname, The City of Hot Springs]
-
A.
White Sulphur Springs
White Sulphur Springs is a small resort city in southeastern West Virginia best known as the home of the historic Greenbrier luxury resort.
-
B.
Eureka Springs, Arkansas
Eureka Springs, Arkansas is a historic Victorian resort town in the Ozark Mountains known for its preserved architecture, natural springs, and vibrant arts and tourism scene.
-
C.
Hot Springs, South Dakota
Hot Springs, South Dakota is a small historic city in the southern Black Hills known for its natural warm mineral springs, sandstone architecture, and proximity to major attractions like Wind Cave National Park.
-
D.
City of Helena
The City of Helena is the municipal government of Montana’s capital, responsible for providing local services, managing public lands, and overseeing community infrastructure and development.
-
E.
Soda Springs
Soda Springs was the former name of the small Mojave Desert community now known as Zzyzx, California, historically associated with mineral springs and a health spa.
- 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: The City of Hot Springs Triple: [Calamba, Laguna, hasNickname, The City of Hot Springs]
Generated description
The City of Hot Springs is a popular Philippine city renowned for its numerous natural hot spring resorts and scenic views of Mount Makiling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The City of Hot Springs Target entity description: The City of Hot Springs is a popular Philippine city renowned for its numerous natural hot spring resorts and scenic views of Mount Makiling.
-
A.
White Sulphur Springs
White Sulphur Springs is a small resort city in southeastern West Virginia best known as the home of the historic Greenbrier luxury resort.
-
B.
Eureka Springs, Arkansas
Eureka Springs, Arkansas is a historic Victorian resort town in the Ozark Mountains known for its preserved architecture, natural springs, and vibrant arts and tourism scene.
-
C.
Hot Springs, South Dakota
Hot Springs, South Dakota is a small historic city in the southern Black Hills known for its natural warm mineral springs, sandstone architecture, and proximity to major attractions like Wind Cave National Park.
-
D.
City of Helena
The City of Helena is the municipal government of Montana’s capital, responsible for providing local services, managing public lands, and overseeing community infrastructure and development.
-
E.
Soda Springs
Soda Springs was the former name of the small Mojave Desert community now known as Zzyzx, California, historically associated with mineral springs and a health spa.
- 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_69ca8314cd6c8190a6b8c2a1096e18f3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe13708988190a534e38d8254c9bd |
completed | March 31, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1d9140b48190ad0c493948a3de5e |
completed | April 2, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69ce1f12e1a081909d28b06c520353ef |
completed | April 2, 2026, 7:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1fb498448190a2737b8895f6bb48 |
completed | April 2, 2026, 7:50 a.m. |
Created at: March 30, 2026, 6:08 p.m.