Triple

T12457766
Position Surface form Disambiguated ID Type / Status
Subject SPARTA (Spartanburg Area Regional Transit Agency) E297703 entity
Predicate hasAbbreviation P43 FINISHED
Object SPARTA
SPARTA (Spartanburg Area Regional Transit Agency) is the public transportation system serving the Spartanburg, South Carolina area with fixed-route and paratransit bus services.
E984424 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: SPARTA | Statement: [SPARTA (Spartanburg Area Regional Transit Agency), hasAbbreviation, SPARTA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SPARTA
Context triple: [SPARTA (Spartanburg Area Regional Transit Agency), hasAbbreviation, SPARTA]
  • A. Spartanette
    "Spartanette" is a musical track from Thomas Newman's acclaimed score for the film American Beauty, known for its minimalist, percussive, and atmospheric style.
  • B. Spartali
    Spartali is the surname of Marie Spartali Stillman, a prominent 19th-century British Pre-Raphaelite painter of Greek descent.
  • C. Town of Sparta
    The Town of Sparta is a small rural municipality in western New York State known for its agricultural landscape and location within Livingston County.
  • D. Spartan agoge
    The Spartan agoge was the rigorous state-sponsored education and training system that molded Spartan boys into disciplined, resilient warriors and citizens of the militaristic city-state.
  • E. Spartiate
    Spartiate was a 74-gun French ship of the line captured by the British at the Battle of the Nile in 1798 and subsequently commissioned into the Royal Navy.
  • 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: SPARTA
Triple: [SPARTA (Spartanburg Area Regional Transit Agency), hasAbbreviation, SPARTA]
Generated description
SPARTA (Spartanburg Area Regional Transit Agency) is the public transportation system serving the Spartanburg, South Carolina area with fixed-route and paratransit bus services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SPARTA
Target entity description: SPARTA (Spartanburg Area Regional Transit Agency) is the public transportation system serving the Spartanburg, South Carolina area with fixed-route and paratransit bus services.
  • A. Spartanette
    "Spartanette" is a musical track from Thomas Newman's acclaimed score for the film American Beauty, known for its minimalist, percussive, and atmospheric style.
  • B. Spartali
    Spartali is the surname of Marie Spartali Stillman, a prominent 19th-century British Pre-Raphaelite painter of Greek descent.
  • C. Town of Sparta
    The Town of Sparta is a small rural municipality in western New York State known for its agricultural landscape and location within Livingston County.
  • D. Spartan agoge
    The Spartan agoge was the rigorous state-sponsored education and training system that molded Spartan boys into disciplined, resilient warriors and citizens of the militaristic city-state.
  • E. Spartiate
    Spartiate was a 74-gun French ship of the line captured by the British at the Battle of the Nile in 1798 and subsequently commissioned into the Royal Navy.
  • 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_69d6ada270808190b1a2b2e7b02bb426 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94da46a588190bc888fafd6d1eb5d completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f1b0a3081909cf22970586755e9 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f64010a1348190afaf7b95b8f146b5 completed May 2, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69f640c33d948190ad8f9885f90786d7 completed May 2, 2026, 6:21 p.m.
Created at: April 8, 2026, 9:56 p.m.