Triple
T16478041
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Truth or Consequences, New Mexico |
E400237
|
entity |
| Predicate | hasHotSpring |
P32542
|
FINISHED |
| Object |
Geronimo Springs
Geronimo Springs is a natural hot spring located in the town of Truth or Consequences in southern New Mexico, known for its geothermal mineral waters and historic bathhouses.
|
E1215095
|
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: Geronimo Springs | Statement: [Truth or Consequences, New Mexico, hasHotSpring, Geronimo Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Geronimo Springs Context triple: [Truth or Consequences, New Mexico, hasHotSpring, Geronimo Springs]
-
A.
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.
-
B.
Jerico Springs
Jerico Springs is a small village in Cedar County, Missouri, known historically as a mineral springs resort community.
-
C.
Berry Springs
Berry Springs is a rural locality and popular recreation area known for its natural swimming pools and wildlife, located near Darwin in Australia's Northern Territory.
-
D.
Jacumba Hot Springs
Jacumba Hot Springs is a small desert community in southeastern San Diego County, California, known for its natural hot mineral springs and proximity to the U.S.–Mexico border.
-
E.
Holtville Hot Springs
Holtville Hot Springs is a natural geothermal bathing area near Holtville, California, known for its hot mineral pools and rustic desert setting.
- 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: Geronimo Springs Triple: [Truth or Consequences, New Mexico, hasHotSpring, Geronimo Springs]
Generated description
Geronimo Springs is a natural hot spring located in the town of Truth or Consequences in southern New Mexico, known for its geothermal mineral waters and historic bathhouses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Geronimo Springs Target entity description: Geronimo Springs is a natural hot spring located in the town of Truth or Consequences in southern New Mexico, known for its geothermal mineral waters and historic bathhouses.
-
A.
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.
-
B.
Jerico Springs
Jerico Springs is a small village in Cedar County, Missouri, known historically as a mineral springs resort community.
-
C.
Berry Springs
Berry Springs is a rural locality and popular recreation area known for its natural swimming pools and wildlife, located near Darwin in Australia's Northern Territory.
-
D.
Jacumba Hot Springs
Jacumba Hot Springs is a small desert community in southeastern San Diego County, California, known for its natural hot mineral springs and proximity to the U.S.–Mexico border.
-
E.
Holtville Hot Springs
Holtville Hot Springs is a natural geothermal bathing area near Holtville, California, known for its hot mineral pools and rustic desert setting.
- 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_69d883813098819084f5409539723b59 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32e0013ac8190b607d5f47d17c501 |
completed | April 18, 2026, 7:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f60ea8881908f073a28c407a1f4 |
completed | May 10, 2026, 9:26 a.m. |
| NEDg | Description generation | batch_6a00513b6fcc8190a548b30cb7b4b67f |
completed | May 10, 2026, 9:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0051def1d48190b40f55c40ab269d2 |
completed | May 10, 2026, 9:37 a.m. |
Created at: April 10, 2026, 5:13 a.m.