Triple
T2200383
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benoni, Transvaal, South Africa |
E50474
|
entity |
| Predicate | nearbyCity |
P350
|
FINISHED |
| Object | Springs |
E53070
|
NE FINISHED |
How this triple was built (2 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: Springs | Statement: [Benoni, Transvaal, South Africa, nearbyCity, Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Springs Context triple: [Benoni, Transvaal, South Africa, nearbyCity, Springs]
-
A.
Springs
chosen
Springs is an industrial and residential city on the East Rand in Gauteng, South Africa, historically known for gold mining and manufacturing.
-
B.
The Springs
The Springs is a themed accommodation area within Disney's Saratoga Springs Resort & Spa at Walt Disney World, styled after historic New York mineral spring retreats.
-
C.
Portola Springs
Portola Springs is a master-planned residential village in the city of Irvine, California, known for its suburban neighborhoods, parks, and access to nearby open space.
-
D.
Hunt’s Spring
Hunt’s Spring was a natural water source in present-day Huntsville, Alabama, around which the original settlement developed and from which the city later took its name.
-
E.
Shingle Springs
Shingle Springs is a small unincorporated community in Northern California known for its Gold Rush-era history and rural, foothill setting.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88b044ab48190add007487680f009 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abbfa06bb4819092d7021358846e5f |
completed | March 7, 2026, 6:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5dbb6e8481908610337cfd2a4bd1 |
completed | March 9, 2026, 5:42 a.m. |
Created at: March 4, 2026, 7:46 p.m.