Triple

T6845797
Position Surface form Disambiguated ID Type / Status
Subject Grant Parish, Louisiana E157890 entity
Predicate hasMajorHighway P385 FINISHED
Object 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.
E649829 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 28 | Statement: [Grant Parish, Louisiana, hasMajorHighway, Louisiana Highway 28]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisiana Highway 28
Context triple: [Grant Parish, Louisiana, hasMajorHighway, Louisiana Highway 28]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 28
Triple: [Grant Parish, Louisiana, hasMajorHighway, Louisiana Highway 28]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisiana Highway 28
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69c6882ed4c081909dc465a7cf8838be completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d7cbe4488190b41ddf953f12f55f completed March 27, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cbb542f08190bfea892ea90390b3 completed March 28, 2026, 12:38 p.m.
NEDg Description generation batch_69c7cc6a05608190b257fa1bbb021ba8 completed March 28, 2026, 12:41 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd9966e481909eb3c23bb59777d9 completed March 28, 2026, 12:46 p.m.
Created at: March 27, 2026, 2:20 p.m.