Triple

T16282669
Position Surface form Disambiguated ID Type / Status
Subject Richland, Mississippi E395305 entity
Predicate hasTransportationCorridor P3034 FINISHED
Object Mississippi Highway 468
Mississippi Highway 468 is a state highway in Mississippi that serves as a local connector route, including access to and from the city of Richland.
 E1215170 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: Mississippi Highway 468 | Statement: [Richland, Mississippi, hasTransportationCorridor, Mississippi Highway 468]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mississippi Highway 468
Context triple: [Richland, Mississippi, hasTransportationCorridor, Mississippi Highway 468]
  • A. Mississippi Highway 467
    Mississippi Highway 467 is a state highway in Mississippi that serves the town of Raymond and connects it to nearby communities and routes.
  • B. Mississippi Highway 463
    Mississippi Highway 463 is a state highway in central Mississippi that serves as a key connector route through the city of Ridgeland in Madison County.
  • C. Mississippi Highway 432
    Mississippi Highway 432 is a state highway in central Mississippi that serves as a local connector route within Holmes County and surrounding areas.
  • D. Mississippi Highway 440
    Mississippi Highway 440 is a state highway in central Mississippi that serves as a regional connector route within Attala County.
  • E. Mississippi Highway 433
    Mississippi Highway 433 is a state highway in Mississippi that serves rural communities, primarily in Yazoo County, by connecting local roads to larger regional routes.
  • 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: Mississippi Highway 468
Triple: [Richland, Mississippi, hasTransportationCorridor, Mississippi Highway 468]
Generated description
Mississippi Highway 468 is a state highway in Mississippi that serves as a local connector route, including access to and from the city of Richland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mississippi Highway 468
Target entity description: Mississippi Highway 468 is a state highway in Mississippi that serves as a local connector route, including access to and from the city of Richland.
  • A. Mississippi Highway 467
    Mississippi Highway 467 is a state highway in Mississippi that serves the town of Raymond and connects it to nearby communities and routes.
  • B. Mississippi Highway 463
    Mississippi Highway 463 is a state highway in central Mississippi that serves as a key connector route through the city of Ridgeland in Madison County.
  • C. Mississippi Highway 432
    Mississippi Highway 432 is a state highway in central Mississippi that serves as a local connector route within Holmes County and surrounding areas.
  • D. Mississippi Highway 440
    Mississippi Highway 440 is a state highway in central Mississippi that serves as a regional connector route within Attala County.
  • E. Mississippi Highway 433
    Mississippi Highway 433 is a state highway in Mississippi that serves rural communities, primarily in Yazoo County, by connecting local roads to larger regional routes.
  • 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_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24911f11881909c98ddf829f077e9 completed April 17, 2026, 2:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a004f3d8f188190969b75d82c6b13f0 completed May 10, 2026, 9:26 a.m.
NEDg Description generation batch_6a0050c5d4548190a674c1c19f08a9fd completed May 10, 2026, 9:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0051a7ae208190b33d42cc8d4bb21f completed May 10, 2026, 9:36 a.m.
Created at: April 10, 2026, 5:05 a.m.