Triple

T21895640
Position Surface form Disambiguated ID Type / Status
Subject Zachary, Louisiana E540670 entity
Predicate hasTransportation P105 FINISHED
Object Louisiana Highway 19
Louisiana Highway 19 is a state highway in Louisiana that runs north–south through East Baton Rouge Parish and serves as a primary route connecting the city of Zachary with Baton Rouge and surrounding communities.
E1511984 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 19 | Statement: [Zachary, Louisiana, hasTransportation, Louisiana Highway 19]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisiana Highway 19
Context triple: [Zachary, Louisiana, hasTransportation, Louisiana Highway 19]
  • A. 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.
  • B. Louisiana Highway 18
    Louisiana Highway 18 is a state highway in Louisiana that runs along the west bank of the Mississippi River, connecting several historic river communities and plantations.
  • C. 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.
  • D. Louisiana Highway 14
    Louisiana Highway 14 is a state highway in southern Louisiana that runs east–west through several parishes, connecting rural communities and small cities such as New Iberia.
  • E. 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.
  • 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 19
Triple: [Zachary, Louisiana, hasTransportation, Louisiana Highway 19]
Generated description
Louisiana Highway 19 is a state highway in Louisiana that runs north–south through East Baton Rouge Parish and serves as a primary route connecting the city of Zachary with Baton Rouge and surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisiana Highway 19
Target entity description: Louisiana Highway 19 is a state highway in Louisiana that runs north–south through East Baton Rouge Parish and serves as a primary route connecting the city of Zachary with Baton Rouge and surrounding communities.
  • A. 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.
  • B. Louisiana Highway 18
    Louisiana Highway 18 is a state highway in Louisiana that runs along the west bank of the Mississippi River, connecting several historic river communities and plantations.
  • C. 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.
  • D. Louisiana Highway 14
    Louisiana Highway 14 is a state highway in southern Louisiana that runs east–west through several parishes, connecting rural communities and small cities such as New Iberia.
  • E. 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.
  • 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_69e0c47a95908190ae3e19b716accb3d completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f11fc6062c81908bf0aad7c6b99932 completed April 28, 2026, 8:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a6d676e7c8190a6ee299393a147cc completed May 18, 2026, 1:37 a.m.
NEDg Description generation batch_6a0a6e18d4f48190bfb917c9c9109ea5 completed May 18, 2026, 1:40 a.m.
NED2 Entity disambiguation (via description) batch_6a0a6ee56684819082d2001b2e817ed8 completed May 18, 2026, 1:44 a.m.
Created at: April 16, 2026, 7:07 p.m.