Triple

T13279431
Position Surface form Disambiguated ID Type / Status
Subject Interstate 10 in Beaumont, Texas E316279 entity
Predicate connectsTo P845 FINISHED
Object State Highway 73 in Texas
State Highway 73 in Texas is a major east–west state highway in Southeast Texas that serves as an important regional connector between the Beaumont–Port Arthur area and other Gulf Coast communities.
E1046318 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: State Highway 73 in Texas | Statement: [Interstate 10 in Beaumont, Texas, connectsTo, State Highway 73 in Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Highway 73 in Texas
Context triple: [Interstate 10 in Beaumont, Texas, connectsTo, State Highway 73 in Texas]
  • A. Texas State Highway 70
    Texas State Highway 70 is a north–south state highway in Texas that runs through the Texas Panhandle and central regions, connecting several rural communities and serving as an important regional transportation route.
  • B. Texas State Highway 7
    Texas State Highway 7 is an east–west state highway in eastern Texas that serves as a key route connecting several communities, including the city of Nacogdoches.
  • C. Texas State Highway 71
    Texas State Highway 71 is a major east–west state highway in Texas that connects the Austin area to cities such as Bastrop and La Grange and serves as a key route toward the Gulf Coast.
  • D. Texas State Highway 78
    Texas State Highway 78 is a state highway in Texas that runs through the Dallas–Fort Worth area, serving communities such as Sachse and connecting them to the broader regional road network.
  • E. Texas State Highway 95
    Texas State Highway 95 is a north–south state highway in central Texas that connects several communities between Yoakum and Temple, passing through towns such as Bastrop and Elgin.
  • 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: State Highway 73 in Texas
Triple: [Interstate 10 in Beaumont, Texas, connectsTo, State Highway 73 in Texas]
Generated description
State Highway 73 in Texas is a major east–west state highway in Southeast Texas that serves as an important regional connector between the Beaumont–Port Arthur area and other Gulf Coast communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Highway 73 in Texas
Target entity description: State Highway 73 in Texas is a major east–west state highway in Southeast Texas that serves as an important regional connector between the Beaumont–Port Arthur area and other Gulf Coast communities.
  • A. Texas State Highway 70
    Texas State Highway 70 is a north–south state highway in Texas that runs through the Texas Panhandle and central regions, connecting several rural communities and serving as an important regional transportation route.
  • B. Texas State Highway 7
    Texas State Highway 7 is an east–west state highway in eastern Texas that serves as a key route connecting several communities, including the city of Nacogdoches.
  • C. Texas State Highway 71
    Texas State Highway 71 is a major east–west state highway in Texas that connects the Austin area to cities such as Bastrop and La Grange and serves as a key route toward the Gulf Coast.
  • D. Texas State Highway 78
    Texas State Highway 78 is a state highway in Texas that runs through the Dallas–Fort Worth area, serving communities such as Sachse and connecting them to the broader regional road network.
  • E. Texas State Highway 95
    Texas State Highway 95 is a north–south state highway in central Texas that connects several communities between Yoakum and Temple, passing through towns such as Bastrop and Elgin.
  • 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_69d806b349908190a9a61dd9323bf153 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99043fba88190872ede6f63e2fbcb completed April 11, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69f75d80a8708190a3a7616dbeb2c0de completed May 3, 2026, 2:36 p.m.
NEDg Description generation batch_69f75f1be8e8819091daf57c1664c3c9 completed May 3, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69f75f8e9b608190830ab942098a798c completed May 3, 2026, 2:45 p.m.
Created at: April 9, 2026, 9:26 p.m.