Triple
T4526129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northland Region |
E106182
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Ngawha Springs
Ngawha Springs is a small settlement in New Zealand known for its geothermal hot springs and historic therapeutic bathing pools.
|
E450023
|
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: Ngawha Springs | Statement: [Northland Region, contains, Ngawha Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngawha Springs Context triple: [Northland Region, contains, Ngawha Springs]
-
A.
Zelenci Springs
Zelenci Springs is a picturesque emerald-green spring and nature reserve in northwestern Slovenia, renowned as the scenic source area of the Sava River and a popular spot for walking and wildlife observation.
-
B.
Chalybeate Springs
Chalybeate Springs is a small unincorporated community in Georgia historically known for its iron-rich mineral springs that were once popular for their supposed health benefits.
-
C.
Sol Duc Hot Springs
Sol Duc Hot Springs is a natural hot spring resort area in Washington State’s Olympic National Park, known for its mineral pools, forested setting, and nearby waterfalls.
-
D.
Tokopah Falls
Tokopah Falls is a scenic cascading waterfall in Sequoia National Park, California, known for its dramatic drop along the Marble Fork of the Kaweah River and its popular hiking trail access.
-
E.
Poodle Springs
Poodle Springs is an unfinished hardboiled detective novel begun by Raymond Chandler and posthumously completed by Robert B. Parker, featuring Chandler’s iconic private investigator Philip Marlowe.
- 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: Ngawha Springs Triple: [Northland Region, contains, Ngawha Springs]
Generated description
Ngawha Springs is a small settlement in New Zealand known for its geothermal hot springs and historic therapeutic bathing pools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngawha Springs Target entity description: Ngawha Springs is a small settlement in New Zealand known for its geothermal hot springs and historic therapeutic bathing pools.
-
A.
Zelenci Springs
Zelenci Springs is a picturesque emerald-green spring and nature reserve in northwestern Slovenia, renowned as the scenic source area of the Sava River and a popular spot for walking and wildlife observation.
-
B.
Chalybeate Springs
Chalybeate Springs is a small unincorporated community in Georgia historically known for its iron-rich mineral springs that were once popular for their supposed health benefits.
-
C.
Sol Duc Hot Springs
Sol Duc Hot Springs is a natural hot spring resort area in Washington State’s Olympic National Park, known for its mineral pools, forested setting, and nearby waterfalls.
-
D.
Tokopah Falls
Tokopah Falls is a scenic cascading waterfall in Sequoia National Park, California, known for its dramatic drop along the Marble Fork of the Kaweah River and its popular hiking trail access.
-
E.
Poodle Springs
Poodle Springs is an unfinished hardboiled detective novel begun by Raymond Chandler and posthumously completed by Robert B. Parker, featuring Chandler’s iconic private investigator Philip Marlowe.
- 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_69bd43f3d6e08190a91824f833d51bbe |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd57760f4481908f69ce82be63d7f8 |
completed | March 20, 2026, 2:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bda44fcec48190a1430b4e74ec30fb |
completed | March 20, 2026, 7:47 p.m. |
| NEDg | Description generation | batch_69bda5b564648190ab2badb264910185 |
completed | March 20, 2026, 7:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bda658568c8190bf97e4328e3799be |
completed | March 20, 2026, 7:56 p.m. |
Created at: March 20, 2026, 1:03 p.m.