Triple

T9446227
Position Surface form Disambiguated ID Type / Status
Subject Attala County, Mississippi E227770 entity
Predicate hasMajorHighway P385 FINISHED
Object Mississippi Highway 440
Mississippi Highway 440 is a state highway in central Mississippi that serves as a regional connector route within Attala County.
 E830303 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 440 | Statement: [Attala County, Mississippi, hasMajorHighway, Mississippi Highway 440]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mississippi Highway 440
Context triple: [Attala County, Mississippi, hasMajorHighway, Mississippi Highway 440]
  • A. Mississippi Highway 429
    Mississippi Highway 429 is a state highway in central Mississippi that serves rural communities, including areas within Attala County, by connecting local roads to larger regional routes.
  • B. Mississippi Highway 492
    Mississippi Highway 492 is a state highway in Mississippi that serves as an important east–west route through central counties including Newton County.
  • C. Mississippi Highway 43
    Mississippi Highway 43 is a state highway in Mississippi that runs north–south across multiple counties, connecting rural communities with larger regional routes and population centers.
  • D. Mississippi Highway 503
    Mississippi Highway 503 is a state highway in Mississippi that serves as a regional connector route in the east-central part of the state, including access to the town of Decatur.
  • E. Mississippi Highway 39
    Mississippi Highway 39 is a state highway in eastern Mississippi that runs north–south through several counties, connecting rural communities to larger regional routes and towns.
  • 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 440
Triple: [Attala County, Mississippi, hasMajorHighway, Mississippi Highway 440]
Generated description
Mississippi Highway 440 is a state highway in central Mississippi that serves as a regional connector route within Attala County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mississippi Highway 440
Target entity description: Mississippi Highway 440 is a state highway in central Mississippi that serves as a regional connector route within Attala County.
  • A. Mississippi Highway 429
    Mississippi Highway 429 is a state highway in central Mississippi that serves rural communities, including areas within Attala County, by connecting local roads to larger regional routes.
  • B. Mississippi Highway 492
    Mississippi Highway 492 is a state highway in Mississippi that serves as an important east–west route through central counties including Newton County.
  • C. Mississippi Highway 43
    Mississippi Highway 43 is a state highway in Mississippi that runs north–south across multiple counties, connecting rural communities with larger regional routes and population centers.
  • D. Mississippi Highway 503
    Mississippi Highway 503 is a state highway in Mississippi that serves as a regional connector route in the east-central part of the state, including access to the town of Decatur.
  • E. Mississippi Highway 39
    Mississippi Highway 39 is a state highway in eastern Mississippi that runs north–south through several counties, connecting rural communities to larger regional routes and towns.
  • 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_69ca843884488190ad6cbe0153088234 completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7f33deb88190bc74968575963ac4 completed April 1, 2026, 8:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69d22840c4548190b1610e2c3cec6220 completed April 5, 2026, 9:15 a.m.
NEDg Description generation batch_69d229f496c48190bf3bca109b3bc62b completed April 5, 2026, 9:23 a.m.
NED2 Entity disambiguation (via description) batch_69d22a8494f481909bd6b4936b32679e completed April 5, 2026, 9:25 a.m.
Created at: March 30, 2026, 7:51 p.m.