Triple

T12071799
Position Surface form Disambiguated ID Type / Status
Subject Holly Springs, Mississippi E287440 entity
Predicate servedByHighway P385 FINISHED
Object Mississippi Highway 4
Mississippi Highway 4 is an east–west state highway in northern Mississippi that connects several small towns and rural communities, including Holly Springs.
 E988317 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 4 | Statement: [Holly Springs, Mississippi, servedByHighway, Mississippi Highway 4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mississippi Highway 4
Context triple: [Holly Springs, Mississippi, servedByHighway, Mississippi Highway 4]
  • A. 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.
  • B. 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.
  • C. Mississippi Highway 7
    Mississippi Highway 7 is a state highway in northern Mississippi that runs generally north–south, connecting several small towns and rural communities to larger regional routes.
  • D. Mississippi Highway 8
    Mississippi Highway 8 is an east–west state highway in northern Mississippi that connects several rural communities and counties across the state.
  • E. Mississippi Highway 14
    Mississippi Highway 14 is a state highway in Mississippi that runs east–west across multiple counties, connecting rural communities and small towns in the central part of the state.
  • 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 4
Triple: [Holly Springs, Mississippi, servedByHighway, Mississippi Highway 4]
Generated description
Mississippi Highway 4 is an east–west state highway in northern Mississippi that connects several small towns and rural communities, including Holly Springs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mississippi Highway 4
Target entity description: Mississippi Highway 4 is an east–west state highway in northern Mississippi that connects several small towns and rural communities, including Holly Springs.
  • A. 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.
  • B. 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.
  • C. Mississippi Highway 7
    Mississippi Highway 7 is a state highway in northern Mississippi that runs generally north–south, connecting several small towns and rural communities to larger regional routes.
  • D. Mississippi Highway 8
    Mississippi Highway 8 is an east–west state highway in northern Mississippi that connects several rural communities and counties across the state.
  • E. Mississippi Highway 14
    Mississippi Highway 14 is a state highway in Mississippi that runs east–west across multiple counties, connecting rural communities and small towns in the central part of the state.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9045a507081909070ea37173d6f97 completed April 10, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64b8205a481909cf8cf6fb35b9509 completed May 2, 2026, 7:07 p.m.
NEDg Description generation batch_69f6508509f88190a345d8e1a455c875 completed May 2, 2026, 7:29 p.m.
NED2 Entity disambiguation (via description) batch_69f650f96b5c8190912a99f5679972cd completed May 2, 2026, 7:31 p.m.
Created at: April 8, 2026, 9:48 p.m.