Triple

T11800449
Position Surface form Disambiguated ID Type / Status
Subject Cameron County, Texas E280608 entity
Predicate hasMajorHighway P385 FINISHED
Object State Highway 4
State Highway 4 is a Texas state highway in Cameron County that runs to the Gulf Coast near Boca Chica and provides access to the SpaceX Starbase launch site.
E1454895 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 4 | Statement: [Cameron County, Texas, hasMajorHighway, State Highway 4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Highway 4
Context triple: [Cameron County, Texas, hasMajorHighway, State Highway 4]
  • A. National Highway 48
    National Highway 48 is a major Indian roadway that forms part of the primary north–south transport corridor, linking key cities such as Delhi, Jaipur, Ahmedabad, Mumbai, and Bengaluru.
  • B. State Highway 34
    State Highway 34 is a Texas state highway that runs through several North and East Texas counties, serving as an important regional connector for small towns and rural areas.
  • C. State Highway 2
    State Highway 2 is a major New Zealand roadway that runs along the lower North Island and beyond, connecting key urban centres and regional communities.
  • D. Highway 54
    Highway 54 was the former name of Epifanio de los Santos Avenue (EDSA), the major circumferential thoroughfare running through Metro Manila in the Philippines.
  • E. State Highway 94
    State Highway 94 is a state-maintained roadway in Colorado that serves as an important east–west transportation route across the eastern plains, connecting rural communities to larger regional centers.
  • 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 4
Triple: [Cameron County, Texas, hasMajorHighway, State Highway 4]
Generated description
State Highway 4 is a Texas state highway in Cameron County that runs to the Gulf Coast near Boca Chica and provides access to the SpaceX Starbase launch site.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Highway 4
Target entity description: State Highway 4 is a Texas state highway in Cameron County that runs to the Gulf Coast near Boca Chica and provides access to the SpaceX Starbase launch site.
  • A. National Highway 48
    National Highway 48 is a major Indian roadway that forms part of the primary north–south transport corridor, linking key cities such as Delhi, Jaipur, Ahmedabad, Mumbai, and Bengaluru.
  • B. State Highway 34
    State Highway 34 is a Texas state highway that runs through several North and East Texas counties, serving as an important regional connector for small towns and rural areas.
  • C. State Highway 2
    State Highway 2 is a major New Zealand roadway that runs along the lower North Island and beyond, connecting key urban centres and regional communities.
  • D. Highway 54
    Highway 54 was the former name of Epifanio de los Santos Avenue (EDSA), the major circumferential thoroughfare running through Metro Manila in the Philippines.
  • E. State Highway 94
    State Highway 94 is a state-maintained roadway in Colorado that serves as an important east–west transportation route across the eastern plains, connecting rural communities to larger regional centers.
  • 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5a4512c8190b7782e1dee053000 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a091380428c8190b0535d3100e3c9a6 completed May 17, 2026, 1:01 a.m.
NEDg Description generation batch_6a0914358a088190848fd658fa884cf1 completed May 17, 2026, 1:04 a.m.
NED2 Entity disambiguation (via description) batch_6a0914daf1188190bd8287ef06156c6f completed May 17, 2026, 1:07 a.m.
Created at: April 8, 2026, 9:42 p.m.