Triple

T15502206
Position Surface form Disambiguated ID Type / Status
Subject Greater Lynchburg Transit Company E378987 entity
Predicate shortName P43 FINISHED
Object GLTC
GLTC is the public transit agency serving the Greater Lynchburg area in Virginia, operating local bus and paratransit services.
 E1160944 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: GLTC | Statement: [Greater Lynchburg Transit Company, shortName, GLTC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GLTC
Context triple: [Greater Lynchburg Transit Company, shortName, GLTC]
  • A. GLSC
    GLSC is a science museum and educational facility in Cleveland, Ohio, focused on Great Lakes science, technology, and space exploration.
  • B. GLT
    GLT is the National Rail station code for Glenrothes with Thornton railway station in Fife, Scotland.
  • C. LGTS
    LGTS is the ICAO airport code for Thessaloniki Airport Makedonia, the main international airport serving Thessaloniki, Greece.
  • D. GLE
    GLE is the FAA airport code for Gainesville Municipal Airport in Gainesville, Texas.
  • E. GLE
    GLE is the vehicle registration code assigned to the town of Lębork in northern Poland.
  • 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: GLTC
Triple: [Greater Lynchburg Transit Company, shortName, GLTC]
Generated description
GLTC is the public transit agency serving the Greater Lynchburg area in Virginia, operating local bus and paratransit services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GLTC
Target entity description: GLTC is the public transit agency serving the Greater Lynchburg area in Virginia, operating local bus and paratransit services.
  • A. GLSC
    GLSC is a science museum and educational facility in Cleveland, Ohio, focused on Great Lakes science, technology, and space exploration.
  • B. GLT
    GLT is the National Rail station code for Glenrothes with Thornton railway station in Fife, Scotland.
  • C. LGTS
    LGTS is the ICAO airport code for Thessaloniki Airport Makedonia, the main international airport serving Thessaloniki, Greece.
  • D. GLE
    GLE is the FAA airport code for Gainesville Municipal Airport in Gainesville, Texas.
  • E. GLE
    GLE is the vehicle registration code assigned to the town of Lębork in northern Poland.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fcc5bb88190b8a9a81419a9a38b completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3669f908819087162b1b8a4e4320 completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff375856448190a61979dfff751f06 completed May 9, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff382f1bbc8190810d0d825430f9ea completed May 9, 2026, 1:35 p.m.
Created at: April 10, 2026, 3:54 a.m.