Triple

T15534157
Position Surface form Disambiguated ID Type / Status
Subject Maddie Townsend E370299 entity
Predicate residence P75 FINISHED
Object Serenity, South Carolina
Serenity, South Carolina is a fictional small Southern town known as the primary setting of Sherryl Woods’ “Sweet Magnolias” book series and its television adaptation.
 E1162392 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: Serenity, South Carolina | Statement: [Maddie Townsend, residence, Serenity, South Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Serenity, South Carolina
Context triple: [Maddie Townsend, residence, Serenity, South Carolina]
  • A. Santee, South Carolina
    Santee, South Carolina is a small town in Orangeburg County known as a gateway to outdoor recreation on Lake Marion and the Santee River, including fishing, boating, and golf.
  • B. Estill, South Carolina
    Estill, South Carolina is a small rural town in southern South Carolina known for its historic character and location within Hampton County.
  • C. Kentyre, South Carolina
    Kentyre, South Carolina is a small unincorporated community located in rural Dillon County in the northeastern part of the state.
  • D. Aynor, South Carolina
    Aynor, South Carolina is a small rural town in Horry County known for its agricultural heritage and annual Aynor Harvest Hoe-Down Festival.
  • E. Scotia, South Carolina
    Scotia, South Carolina is a small rural town located in the Lowcountry region of southern South Carolina.
  • 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: Serenity, South Carolina
Triple: [Maddie Townsend, residence, Serenity, South Carolina]
Generated description
Serenity, South Carolina is a fictional small Southern town known as the primary setting of Sherryl Woods’ “Sweet Magnolias” book series and its television adaptation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Serenity, South Carolina
Target entity description: Serenity, South Carolina is a fictional small Southern town known as the primary setting of Sherryl Woods’ “Sweet Magnolias” book series and its television adaptation.
  • A. Santee, South Carolina
    Santee, South Carolina is a small town in Orangeburg County known as a gateway to outdoor recreation on Lake Marion and the Santee River, including fishing, boating, and golf.
  • B. Estill, South Carolina
    Estill, South Carolina is a small rural town in southern South Carolina known for its historic character and location within Hampton County.
  • C. Kentyre, South Carolina
    Kentyre, South Carolina is a small unincorporated community located in rural Dillon County in the northeastern part of the state.
  • D. Aynor, South Carolina
    Aynor, South Carolina is a small rural town in Horry County known for its agricultural heritage and annual Aynor Harvest Hoe-Down Festival.
  • E. Scotia, South Carolina
    Scotia, South Carolina is a small rural town located in the Lowcountry region of southern South Carolina.
  • 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_69d85cc521a08190921fb50319dddc34 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e0442e327c8190b4b879c8a3cd38e3 completed April 16, 2026, 2:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d605b908190a18c63142c8bb854 completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff3f59213c8190a9c98350225b5151 completed May 9, 2026, 2:06 p.m.
NED2 Entity disambiguation (via description) batch_69ff3ff96a6c8190a4c9f20dabc86cef completed May 9, 2026, 2:08 p.m.
Created at: April 10, 2026, 4:06 a.m.