Triple
T10451066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middleburg, Florida |
E246422
|
entity |
| Predicate | hasNearbyWaterBody |
P1489
|
FINISHED |
| Object |
South Fork Black Creek
South Fork Black Creek is a tributary waterway in northeastern Florida that flows through the Middleburg area and contributes to the local Black Creek river system.
|
E1050407
|
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: South Fork Black Creek | Statement: [Middleburg, Florida, hasNearbyWaterBody, South Fork Black Creek]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Fork Black Creek Context triple: [Middleburg, Florida, hasNearbyWaterBody, South Fork Black Creek]
-
A.
North Fork Black Creek
North Fork Black Creek is a natural waterway in northeastern Florida that flows through the Middleburg area and contributes to the region’s Black Creek river system.
-
B.
Hunting Creek
Hunting Creek is a smaller stream in North Carolina that feeds into the Yadkin River as one of its tributaries.
-
C.
Well Creek
Well Creek is a waterway associated with the locality of Upwell in England, forming part of the region’s drainage and navigation network.
-
D.
Buck Creek
Buck Creek is a stream known for feeding the scenic Buck Creek waterfall.
-
E.
Buck Creek
Buck Creek is a stream in central Alabama known for flowing through the city of Helena and serving as a local natural and recreational feature.
- 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: South Fork Black Creek Triple: [Middleburg, Florida, hasNearbyWaterBody, South Fork Black Creek]
Generated description
South Fork Black Creek is a tributary waterway in northeastern Florida that flows through the Middleburg area and contributes to the local Black Creek river system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Fork Black Creek Target entity description: South Fork Black Creek is a tributary waterway in northeastern Florida that flows through the Middleburg area and contributes to the local Black Creek river system.
-
A.
North Fork Black Creek
North Fork Black Creek is a natural waterway in northeastern Florida that flows through the Middleburg area and contributes to the region’s Black Creek river system.
-
B.
Hunting Creek
Hunting Creek is a smaller stream in North Carolina that feeds into the Yadkin River as one of its tributaries.
-
C.
Well Creek
Well Creek is a waterway associated with the locality of Upwell in England, forming part of the region’s drainage and navigation network.
-
D.
Buck Creek
Buck Creek is a river in western Ohio that flows through the city of Springfield and is used for recreation, flood control, and local water management.
-
E.
Buck Creek
Buck Creek is a stream known for feeding the scenic Buck Creek waterfall.
- 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_69d381c04fe08190957c26c526a3b05a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4fe0a6a548190a54212912f618e4e |
completed | April 7, 2026, 12:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f77f6baca4819080f85da5fe0c2aba |
completed | May 3, 2026, 5:01 p.m. |
| NEDg | Description generation | batch_69f78125632881908d601ee4c4aaae35 |
completed | May 3, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f781e32cb48190abc83e65405ac8ac |
completed | May 3, 2026, 5:12 p.m. |
Created at: April 6, 2026, 12:17 p.m.