Triple

T9173508
Position Surface form Disambiguated ID Type / Status
Subject Richland Parish, Louisiana E220137 entity
Predicate hasMajorHighway P385 FINISHED
Object Louisiana Highway 135
Louisiana Highway 135 is a state highway in northeastern Louisiana that serves as a regional connector route within Richland Parish and surrounding rural areas.
 E784747 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 135 | Statement: [Richland Parish, Louisiana, hasMajorHighway, Louisiana Highway 135]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louisiana Highway 135
Context triple: [Richland Parish, Louisiana, hasMajorHighway, Louisiana Highway 135]
  • A. 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.
  • B. Louisiana Highway 3127
    Louisiana Highway 3127 is a state highway in Louisiana that serves as a major regional route along the west bank of the Mississippi River, connecting several parishes and communities in the River Parishes area.
  • C. Louisiana Highway 17
    Louisiana Highway 17 is a state highway in northeastern Louisiana that runs north–south through rural parishes, connecting small communities and serving as a regional transportation route.
  • D. Louisiana Highway 47
    Louisiana Highway 47 is a state highway in Louisiana that connects the New Orleans area to communities in St. Bernard Parish, serving as a key route through Chalmette and nearby areas.
  • E. Louisiana Highway 34
    Louisiana Highway 34 is a state highway in Louisiana that runs generally north–south, connecting the city of West Monroe with several rural communities in the region.
  • 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 135
Triple: [Richland Parish, Louisiana, hasMajorHighway, Louisiana Highway 135]
Generated description
Louisiana Highway 135 is a state highway in northeastern Louisiana that serves as a regional connector route within Richland Parish and surrounding rural areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Louisiana Highway 135
Target entity description: Louisiana Highway 135 is a state highway in northeastern Louisiana that serves as a regional connector route within Richland Parish and surrounding rural areas.
  • A. 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.
  • B. Louisiana Highway 3127
    Louisiana Highway 3127 is a state highway in Louisiana that serves as a major regional route along the west bank of the Mississippi River, connecting several parishes and communities in the River Parishes area.
  • C. Louisiana Highway 17
    Louisiana Highway 17 is a state highway in northeastern Louisiana that runs north–south through rural parishes, connecting small communities and serving as a regional transportation route.
  • D. Louisiana Highway 47
    Louisiana Highway 47 is a state highway in Louisiana that connects the New Orleans area to communities in St. Bernard Parish, serving as a key route through Chalmette and nearby areas.
  • E. Louisiana Highway 34
    Louisiana Highway 34 is a state highway in Louisiana that runs generally north–south, connecting the city of West Monroe with several rural communities in the region.
  • 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_69ca83e467108190abcae6a33b3d4dad completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccbfa128d48190b54b8f95d77d81cc completed April 1, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d065cfff508190aee691404444a394 completed April 4, 2026, 1:13 a.m.
NEDg Description generation batch_69d066f0aa588190997de81afd8dc0b5 completed April 4, 2026, 1:18 a.m.
NED2 Entity disambiguation (via description) batch_69d067e17fac819095544182f3232bf5 completed April 4, 2026, 1:22 a.m.
Created at: March 30, 2026, 7:22 p.m.