Triple

T13764196
Position Surface form Disambiguated ID Type / Status
Subject Habersham County E330693 entity
Predicate containsSettlement P847 FINISHED
Object Demorest
Demorest is a small city in northeastern Georgia, United States, known for being home to Piedmont University.
 E1059384 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: Demorest | Statement: [Habersham County, containsSettlement, Demorest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Demorest
Context triple: [Habersham County, containsSettlement, Demorest]
  • A. Thesan
    Thesan is the Etruscan goddess of the dawn, associated with light, new beginnings, and often linked to childbirth and divination.
  • B. Eris
    Eris is a distant, icy dwarf planet in the outer reaches of the Solar System, notable for its size comparable to Pluto and its role in prompting the redefinition of planetary status.
  • C. Eris
    Eris is the Greek goddess of strife and discord, often depicted as a malevolent force sowing conflict among gods and mortals.
  • D. Adrestia
    Adrestia is a lesser-known Greek goddess associated with revolt, retribution, and the balance between war and peace.
  • E. Leonae
    Leonae is a variant form of the given name Leona, typically used as a feminine personal name.
  • 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: Demorest
Triple: [Habersham County, containsSettlement, Demorest]
Generated description
Demorest is a small city in northeastern Georgia, United States, known for being home to Piedmont University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Demorest
Target entity description: Demorest is a small city in northeastern Georgia, United States, known for being home to Piedmont University.
  • A. Thesan
    Thesan is the Etruscan goddess of the dawn, associated with light, new beginnings, and often linked to childbirth and divination.
  • B. Eris
    Eris is a distant, icy dwarf planet in the outer reaches of the Solar System, notable for its size comparable to Pluto and its role in prompting the redefinition of planetary status.
  • C. Eris
    Eris is the Greek goddess of strife and discord, often depicted as a malevolent force sowing conflict among gods and mortals.
  • D. Adrestia
    Adrestia is a lesser-known Greek goddess associated with revolt, retribution, and the balance between war and peace.
  • E. Leonae
    Leonae is a variant form of the given name Leona, typically used as a feminine personal name.
  • 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_69d81c583b0081909e408a17db517a21 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de022690ac8190bd5410ecc659a2a7 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a862e6808190b8fbb27304212058 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7aa2a6370819097206cc0967fe5c5 completed May 3, 2026, 8:03 p.m.
NED2 Entity disambiguation (via description) batch_69f7aaa0e90c8190877490a2b941cb6b completed May 3, 2026, 8:05 p.m.
Created at: April 9, 2026, 10:10 p.m.