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.