Triple
T12396791
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darwin metropolitan area |
E296136
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
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.
|
E982423
|
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: Berry Springs | Statement: [Darwin metropolitan area, contains, Berry Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berry Springs Context triple: [Darwin metropolitan area, contains, Berry Springs]
-
A.
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.
-
B.
Canyon Springs
Canyon Springs is the namesake community or geographic area associated with Canyon Springs High School.
-
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.
Poe Springs
Poe Springs is a popular freshwater spring and recreation area in north-central Florida known for its clear, cool waters and natural surroundings.
-
E.
Stone Spring
Stone Spring is a science fiction novel by Stephen Baxter that reimagines prehistoric Britain facing a catastrophic sea-level rise and the resulting struggle for survival and adaptation.
- 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: Berry Springs Triple: [Darwin metropolitan area, contains, Berry Springs]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berry Springs Target entity description: 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.
-
A.
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.
-
B.
Canyon Springs
Canyon Springs is the namesake community or geographic area associated with Canyon Springs High School.
-
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.
Poe Springs
Poe Springs is a popular freshwater spring and recreation area in north-central Florida known for its clear, cool waters and natural surroundings.
-
E.
Stone Spring
Stone Spring is a science fiction novel by Stephen Baxter that reimagines prehistoric Britain facing a catastrophic sea-level rise and the resulting struggle for survival and adaptation.
- 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fd33f048190b205fd21dc513f6a |
completed | April 10, 2026, 6:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63480a8bc8190885130f63a3ec761 |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f638cbb6dc8190a80ffe3430337855 |
completed | May 2, 2026, 5:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6397a3458819095b94ae7f9d5f106 |
completed | May 2, 2026, 5:50 p.m. |
Created at: April 8, 2026, 9:54 p.m.