Triple

T10587188
Position Surface form Disambiguated ID Type / Status
Subject Bastrop, Louisiana E249883 entity
Predicate transportation P230 FINISHED
Object Louisiana Highway 593
Louisiana Highway 593 is a state highway in northeastern Louisiana that serves as a local connector route in and around Bastrop.
E873785 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 593 | Statement: [Bastrop, Louisiana, transportation, Louisiana Highway 593]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisiana Highway 593
Context triple: [Bastrop, Louisiana, transportation, Louisiana Highway 593]
  • A. Louisiana Highway 544
    Louisiana Highway 544 is a state highway in northern Louisiana that serves as a local connector route within Lincoln Parish and surrounding rural areas.
  • B. Louisiana Highway 584
    Louisiana Highway 584 is a state highway in northeastern Louisiana that serves as a local connector route within Richland Parish.
  • C. Louisiana Highway 545
    Louisiana Highway 545 is a state highway in northern Louisiana that serves as a local connector route within Lincoln Parish and surrounding rural areas.
  • D. 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.
  • E. 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.
  • 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 593
Triple: [Bastrop, Louisiana, transportation, Louisiana Highway 593]
Generated description
Louisiana Highway 593 is a state highway in northeastern Louisiana that serves as a local connector route in and around Bastrop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisiana Highway 593
Target entity description: Louisiana Highway 593 is a state highway in northeastern Louisiana that serves as a local connector route in and around Bastrop.
  • A. Louisiana Highway 544
    Louisiana Highway 544 is a state highway in northern Louisiana that serves as a local connector route within Lincoln Parish and surrounding rural areas.
  • B. Louisiana Highway 584
    Louisiana Highway 584 is a state highway in northeastern Louisiana that serves as a local connector route within Richland Parish.
  • C. Louisiana Highway 545
    Louisiana Highway 545 is a state highway in northern Louisiana that serves as a local connector route within Lincoln Parish and surrounding rural areas.
  • D. 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.
  • E. 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.
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d5276b0ae48190b2935230363239e0 completed April 7, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69d95e7df88081908e3d77f357f176e3 completed April 10, 2026, 8:33 p.m.
NEDg Description generation batch_69d95f97669881908b54ebcd1a7c6b34 completed April 10, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69d9602748608190b0c971accf44b7aa completed April 10, 2026, 8:40 p.m.
Created at: April 6, 2026, 12:39 p.m.