Triple
T15601954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Marcos, Texas |
E375053
|
entity |
| Predicate | waterSource |
P4102
|
FINISHED |
| Object |
San Marcos Springs
San Marcos Springs is a major natural spring system in central Texas known for its clear, constant-temperature waters that feed the San Marcos River and support diverse aquatic ecosystems.
|
E1167413
|
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: San Marcos Springs | Statement: [San Marcos, Texas, waterSource, San Marcos Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Marcos Springs Context triple: [San Marcos, Texas, waterSource, San Marcos Springs]
-
A.
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.
-
B.
Ponce de Leon Springs
Ponce de Leon Springs is a clear, cool freshwater spring in Florida known for swimming, recreation, and its association with the legend of the Fountain of Youth.
-
C.
Panther Springs
Panther Springs is a community in Hamblen County, Tennessee, known primarily as a small residential area within the Morristown metropolitan region.
-
D.
Silver Springs
Silver Springs is a famous natural spring and former theme park in central Florida known for its crystal-clear waters and historic glass-bottom boat tours.
-
E.
Silver Springs
Silver Springs is a small unincorporated community in Lyon County, Nevada, known as a gateway to nearby recreational areas and historic sites.
- 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: San Marcos Springs Triple: [San Marcos, Texas, waterSource, San Marcos Springs]
Generated description
San Marcos Springs is a major natural spring system in central Texas known for its clear, constant-temperature waters that feed the San Marcos River and support diverse aquatic ecosystems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Marcos Springs Target entity description: San Marcos Springs is a major natural spring system in central Texas known for its clear, constant-temperature waters that feed the San Marcos River and support diverse aquatic ecosystems.
-
A.
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.
-
B.
Ponce de Leon Springs
Ponce de Leon Springs is a clear, cool freshwater spring in Florida known for swimming, recreation, and its association with the legend of the Fountain of Youth.
-
C.
Panther Springs
Panther Springs is a community in Hamblen County, Tennessee, known primarily as a small residential area within the Morristown metropolitan region.
-
D.
Silver Springs
Silver Springs is a famous natural spring and former theme park in central Florida known for its crystal-clear waters and historic glass-bottom boat tours.
-
E.
Silver Springs
Silver Springs is a small unincorporated community in Lyon County, Nevada, known as a gateway to nearby recreational areas and historic sites.
- 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_69d85cce25008190b13b52745fbd719b |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e6399d88190b2c3e781667666d4 |
completed | April 16, 2026, 2:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff56cf8e5c8190bf13114ab0a834de |
completed | May 9, 2026, 3:46 p.m. |
| NEDg | Description generation | batch_69ff5acd35648190a204b78f7fb9619c |
completed | May 9, 2026, 4:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff5b3f71148190a96c6f396512c1fd |
completed | May 9, 2026, 4:05 p.m. |
Created at: April 10, 2026, 4:12 a.m.