Triple

T10162780
Position Surface form Disambiguated ID Type / Status
Subject Villahermosa E233929 entity
Predicate roadConnection P385 FINISHED
Object Federal Highway 180
Federal Highway 180 is a major Mexican coastal roadway that runs along the Gulf of Mexico, linking numerous key cities and states in eastern Mexico.
 E1097438 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: Federal Highway 180 | Statement: [Villahermosa, roadConnection, Federal Highway 180]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Federal Highway 180
Context triple: [Villahermosa, roadConnection, Federal Highway 180]
  • A. Federal Highway 136
    Federal Highway 136 is a Mexican federal roadway that serves as a key regional route connecting the city of Texcoco with other parts of central Mexico.
  • B. National Highway 152
    National Highway 152 is a major Indian roadway in the state of Haryana that connects several key towns and facilitates regional transportation and commerce.
  • C. National Highway 65
    National Highway 65 is a major Indian roadway that connects key cities across the states of Maharashtra, Karnataka, Telangana, and Andhra Pradesh.
  • D. National Highway 71
    National Highway 71 is a significant roadway in India that connects key cities and facilitates regional transportation and commerce, including access to the pilgrimage center of Tirupati.
  • E. U.S. Route 190
    U.S. Route 190 is an east–west U.S. Highway running across Texas and Louisiana, connecting cities such as Brady, Austin’s vicinity, and Baton Rouge.
  • 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: Federal Highway 180
Triple: [Villahermosa, roadConnection, Federal Highway 180]
Generated description
Federal Highway 180 is a major Mexican coastal roadway that runs along the Gulf of Mexico, linking numerous key cities and states in eastern Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Federal Highway 180
Target entity description: Federal Highway 180 is a major Mexican coastal roadway that runs along the Gulf of Mexico, linking numerous key cities and states in eastern Mexico.
  • A. Federal Highway 136
    Federal Highway 136 is a Mexican federal roadway that serves as a key regional route connecting the city of Texcoco with other parts of central Mexico.
  • B. National Highway 152
    National Highway 152 is a major Indian roadway in the state of Haryana that connects several key towns and facilitates regional transportation and commerce.
  • C. National Highway 65
    National Highway 65 is a major Indian roadway that connects key cities across the states of Maharashtra, Karnataka, Telangana, and Andhra Pradesh.
  • D. National Highway 71
    National Highway 71 is a significant roadway in India that connects key cities and facilitates regional transportation and commerce, including access to the pilgrimage center of Tirupati.
  • E. U.S. Route 190
    U.S. Route 190 is an east–west U.S. Highway running across Texas and Louisiana, connecting cities such as Brady, Austin’s vicinity, and Baton Rouge.
  • 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_69ca848e80748190b91d1e04d35512c7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec5b5194819095645e9174897b0f completed April 2, 2026, 4:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69fd54f264d48190be636796d694ceb1 completed May 8, 2026, 3:13 a.m.
NEDg Description generation batch_69fd570e482881909532000eebd169d1 completed May 8, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69fd57710f648190a1344ac1363acce1 completed May 8, 2026, 3:24 a.m.
Created at: March 30, 2026, 9:09 p.m.