Triple
T12445725
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saline Valley Hot Springs |
E297391
|
entity |
| Predicate | hasSection |
P35
|
FINISHED |
| Object |
Lower Springs
Lower Springs is one of the natural soaking areas within California’s remote Saline Valley Hot Springs, known for its rustic pools and desert oasis setting.
|
E985102
|
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: Lower Springs | Statement: [Saline Valley Hot Springs, hasSection, Lower Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lower Springs Context triple: [Saline Valley Hot Springs, hasSection, Lower Springs]
-
A.
Panther Springs
Panther Springs is a community in Hamblen County, Tennessee, known primarily as a small residential area within the Morristown metropolitan region.
-
B.
Primate Canyon
Primate Canyon is a themed habitat at the Memphis Zoo that showcases a variety of primate species in naturalistic enclosures.
-
C.
Rattlesnake Springs
Rattlesnake Springs is a lush desert oasis and historic riparian area known for its abundant wildlife and birdwatching opportunities within the Carlsbad Caverns region of southeastern New Mexico.
-
D.
Quitobaquito Springs
Quitobaquito Springs is a rare desert oasis and culturally significant natural water source located along the U.S.–Mexico border in southern Arizona.
-
E.
Havasupai
The Havasupai are a Native American tribe traditionally living in and around the Grand Canyon in Arizona, known for their deep connection to the canyon’s land and spectacular turquoise waterfalls.
- 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: Lower Springs Triple: [Saline Valley Hot Springs, hasSection, Lower Springs]
Generated description
Lower Springs is one of the natural soaking areas within California’s remote Saline Valley Hot Springs, known for its rustic pools and desert oasis setting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lower Springs Target entity description: Lower Springs is one of the natural soaking areas within California’s remote Saline Valley Hot Springs, known for its rustic pools and desert oasis setting.
-
A.
Panther Springs
Panther Springs is a community in Hamblen County, Tennessee, known primarily as a small residential area within the Morristown metropolitan region.
-
B.
Primate Canyon
Primate Canyon is a themed habitat at the Memphis Zoo that showcases a variety of primate species in naturalistic enclosures.
-
C.
Rattlesnake Springs
Rattlesnake Springs is a lush desert oasis and historic riparian area known for its abundant wildlife and birdwatching opportunities within the Carlsbad Caverns region of southeastern New Mexico.
-
D.
Quitobaquito Springs
Quitobaquito Springs is a rare desert oasis and culturally significant natural water source located along the U.S.–Mexico border in southern Arizona.
-
E.
Havasupai
The Havasupai are a Native American tribe traditionally living in and around the Grand Canyon in Arizona, known for their deep connection to the canyon’s land and spectacular turquoise waterfalls.
- 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_69d6ada166c48190b902972cd2408fa3 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d90f18c819083a36ff4b9be4a20 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f132d048190b58a8381bdc74cad |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f6415f11d88190a9f77eb1890f76ef |
completed | May 2, 2026, 6:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64231606481909b8dd9d878670a6c |
completed | May 2, 2026, 6:28 p.m. |
Created at: April 8, 2026, 9:55 p.m.