Triple

T8940090
Position Surface form Disambiguated ID Type / Status
Subject Union Parish, Louisiana E212876 entity
Predicate hasTransportationRoute P385 FINISHED
Object Louisiana Highway 15
Louisiana Highway 15 is a north–south state highway in Louisiana that runs through multiple parishes in the northeastern part of the state, serving as a key regional connector for rural communities.
E770874 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: Louisiana Highway 15 | Statement: [Union Parish, Louisiana, hasTransportationRoute, Louisiana Highway 15]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisiana Highway 15
Context triple: [Union Parish, Louisiana, hasTransportationRoute, Louisiana Highway 15]
  • A. Louisiana Highway 1
    Louisiana Highway 1 is a major north–south state highway in Louisiana that runs from the Gulf of Mexico through numerous communities to the Arkansas state line.
  • B. Louisiana Highway 2
    Louisiana Highway 2 is an east–west state highway in northern Louisiana that runs near the Arkansas border, connecting multiple rural communities and regional centers across the area.
  • C. Louisiana Highway 23
    Louisiana Highway 23 is a major state highway in Plaquemines Parish that runs south from the New Orleans area along the west bank of the Mississippi River to the Gulf of Mexico, serving several coastal communities.
  • D. Louisiana Highway 28
    Louisiana Highway 28 is a state highway in central Louisiana that serves as an important east–west transportation corridor connecting several communities and facilitating regional travel.
  • E. Louisiana Highway 8
    Louisiana Highway 8 is a state highway in central Louisiana that runs east–west across several parishes, connecting rural communities and serving as a regional transportation corridor.
  • 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: Louisiana Highway 15
Triple: [Union Parish, Louisiana, hasTransportationRoute, Louisiana Highway 15]
Generated description
Louisiana Highway 15 is a north–south state highway in Louisiana that runs through multiple parishes in the northeastern part of the state, serving as a key regional connector for rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisiana Highway 15
Target entity description: Louisiana Highway 15 is a north–south state highway in Louisiana that runs through multiple parishes in the northeastern part of the state, serving as a key regional connector for rural communities.
  • A. Louisiana Highway 1
    Louisiana Highway 1 is a major north–south state highway in Louisiana that runs from the Gulf of Mexico through numerous communities to the Arkansas state line.
  • B. Louisiana Highway 2
    Louisiana Highway 2 is an east–west state highway in northern Louisiana that runs near the Arkansas border, connecting multiple rural communities and regional centers across the area.
  • C. Louisiana Highway 23
    Louisiana Highway 23 is a major state highway in Plaquemines Parish that runs south from the New Orleans area along the west bank of the Mississippi River to the Gulf of Mexico, serving several coastal communities.
  • D. Louisiana Highway 28
    Louisiana Highway 28 is a state highway in central Louisiana that serves as an important east–west transportation corridor connecting several communities and facilitating regional travel.
  • E. Louisiana Highway 8
    Louisiana Highway 8 is a state highway in central Louisiana that runs east–west across several parishes, connecting rural communities and serving as a regional transportation corridor.
  • 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_69ca839694c88190b324ffeb43d23b08 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66b8b37c8190bce6e049de8cf732 completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd099b2f48190b81d6747bad4b992 completed April 3, 2026, 2:37 p.m.
NEDg Description generation batch_69cfd193fdbc8190b49192327f698943 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd242590881909ca351c1040c76ef completed April 3, 2026, 2:44 p.m.
Created at: March 30, 2026, 6:58 p.m.