Triple

T7670466
Position Surface form Disambiguated ID Type / Status
Subject Starkville, Mississippi E173733 entity
Predicate hasMajorRoad P385 FINISHED
Object Mississippi Highway 12
Mississippi Highway 12 is an east–west state highway in Mississippi that serves as a primary route through Starkville and several other communities across the state.
 E701642 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 12 | Statement: [Starkville, Mississippi, hasMajorRoad, Mississippi Highway 12]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mississippi Highway 12
Context triple: [Starkville, Mississippi, hasMajorRoad, Mississippi Highway 12]
  • A. Mississippi Highway 16
    Mississippi Highway 16 is an east–west state highway in Mississippi that spans multiple counties and connects several small towns and rural communities across the state.
  • B. Mississippi Highway 15
    Mississippi Highway 15 is a major north–south state highway in Mississippi that runs through multiple counties and communities, including the town of Decatur.
  • C. 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.
  • D. Mississippi Highway 3
    Mississippi Highway 3 is a state highway in Mississippi that runs through the Mississippi Delta region, connecting several small towns and rural communities.
  • E. Mississippi Highway 21
    Mississippi Highway 21 is a state highway in Mississippi that runs generally north–south, connecting several central and eastern Mississippi communities across multiple counties.
  • 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 12
Triple: [Starkville, Mississippi, hasMajorRoad, Mississippi Highway 12]
Generated description
Mississippi Highway 12 is an east–west state highway in Mississippi that serves as a primary route through Starkville and several other communities across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mississippi Highway 12
Target entity description: Mississippi Highway 12 is an east–west state highway in Mississippi that serves as a primary route through Starkville and several other communities across the state.
  • A. Mississippi Highway 16
    Mississippi Highway 16 is an east–west state highway in Mississippi that spans multiple counties and connects several small towns and rural communities across the state.
  • B. Mississippi Highway 15
    Mississippi Highway 15 is a major north–south state highway in Mississippi that runs through multiple counties and communities, including the town of Decatur.
  • C. 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.
  • D. Mississippi Highway 3
    Mississippi Highway 3 is a state highway in Mississippi that runs through the Mississippi Delta region, connecting several small towns and rural communities.
  • E. Mississippi Highway 21
    Mississippi Highway 21 is a state highway in Mississippi that runs generally north–south, connecting several central and eastern Mississippi communities across multiple counties.
  • 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_69c699562484819086752091e3164a27 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701c5538881908139881daf41151a completed March 27, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cbde8e8264819082a3954072dffd09 completed March 31, 2026, 2:47 p.m.
NEDg Description generation batch_69cbe309518481909b0857271cb27ab0 completed March 31, 2026, 3:06 p.m.
NED2 Entity disambiguation (via description) batch_69cc05e055588190a5680c4416631c32 completed March 31, 2026, 5:35 p.m.
Created at: March 27, 2026, 4 p.m.