Triple

T522661
Position Surface form Disambiguated ID Type / Status
Subject Clayton County, Georgia E10851 entity
Predicate hasPublicTransit P522 FINISHED
Object Xpress GA
Xpress GA is a regional commuter bus service in Georgia that connects suburban areas like Clayton County with major employment and activity centers in the Atlanta metropolitan area.
 E65159 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: Xpress GA | Statement: [Clayton County, Georgia, hasPublicTransit, Xpress GA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Xpress GA
Context triple: [Clayton County, Georgia, hasPublicTransit, Xpress GA]
  • A. G.826x
    G.826x is an ITU-T standards series that defines methods and requirements for packet-based frequency and time synchronization in telecommunications networks.
  • B. GA 85
    GA 85 is a state highway in Georgia that runs generally south–north, connecting rural communities and suburbs to the Atlanta metropolitan area.
  • C. XPG
    XPG is the IATA station code for Paris Gare du Nord, one of the main international railway hubs in Paris, France.
  • D. EXPE
    EXPE is the stock ticker symbol for Expedia Group, a major American online travel company that operates brands like Expedia.com, Hotels.com, and Vrbo.
  • E. PCI Express
    PCI Express is a high-speed serial computer expansion bus standard used to connect components like graphics cards, SSDs, and network cards to a motherboard.
  • 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: Xpress GA
Triple: [Clayton County, Georgia, hasPublicTransit, Xpress GA]
Generated description
Xpress GA is a regional commuter bus service in Georgia that connects suburban areas like Clayton County with major employment and activity centers in the Atlanta metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Xpress GA
Target entity description: Xpress GA is a regional commuter bus service in Georgia that connects suburban areas like Clayton County with major employment and activity centers in the Atlanta metropolitan area.
  • A. G.826x
    G.826x is an ITU-T standards series that defines methods and requirements for packet-based frequency and time synchronization in telecommunications networks.
  • B. GA 85
    GA 85 is a state highway in Georgia that runs generally south–north, connecting rural communities and suburbs to the Atlanta metropolitan area.
  • C. XPG
    XPG is the IATA station code for Paris Gare du Nord, one of the main international railway hubs in Paris, France.
  • D. EXPE
    EXPE is the stock ticker symbol for Expedia Group, a major American online travel company that operates brands like Expedia.com, Hotels.com, and Vrbo.
  • E. PCI Express
    PCI Express is a high-speed serial computer expansion bus standard used to connect components like graphics cards, SSDs, and network cards to a motherboard.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b372408190b3918fec45444674 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ab1f95cc8190a6e2dfc3636110b5 completed March 1, 2026, 9:09 p.m.
NEDg Description generation batch_69a4ab94bd988190a91a592622a9d77f completed March 1, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69a4ac04fb78819093c85d04b90cc8cb completed March 1, 2026, 9:13 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.