Triple

T22051006
Position Surface form Disambiguated ID Type / Status
Subject Tamil Nadu State Highway network E544881 entity
Predicate includes P1393 FINISHED
Object State Highways (SH)
State Highways (SH) are major regional roads that connect important towns, cities, and district headquarters within an Indian state, facilitating intra-state travel and commerce.
E1515706 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 Highways (SH) | Statement: [Tamil Nadu State Highway network, includes, State Highways (SH)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Highways (SH)
Context triple: [Tamil Nadu State Highway network, includes, State Highways (SH)]
  • A. United States numbered state highways
    United States numbered state highways are a nationwide system of state-maintained roads, each identified by a unique number within its state, that supplement the federal and interstate highway networks.
  • B. Interstate H-2
    Interstate H-2 is a major auxiliary Interstate Highway on the island of Oʻahu in Hawaii that connects Pearl City to the central Oʻahu communities, including Mililani and Wahiawā.
  • C. Nebraska State Highway System
    The Nebraska State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Nebraska.
  • D. State Highway 59
    State Highway 59 is a New Zealand state highway running along the Kāpiti Coast and through the Wellington region, serving as a key coastal route and former section of State Highway 1.
  • E. Mississippi State Highway System
    The Mississippi State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Mississippi.
  • 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 Highways (SH)
Triple: [Tamil Nadu State Highway network, includes, State Highways (SH)]
Generated description
State Highways (SH) are major regional roads that connect important towns, cities, and district headquarters within an Indian state, facilitating intra-state travel and commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Highways (SH)
Target entity description: State Highways (SH) are major regional roads that connect important towns, cities, and district headquarters within an Indian state, facilitating intra-state travel and commerce.
  • A. United States numbered state highways
    United States numbered state highways are a nationwide system of state-maintained roads, each identified by a unique number within its state, that supplement the federal and interstate highway networks.
  • B. Interstate H-2
    Interstate H-2 is a major auxiliary Interstate Highway on the island of Oʻahu in Hawaii that connects Pearl City to the central Oʻahu communities, including Mililani and Wahiawā.
  • C. Nebraska State Highway System
    The Nebraska State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Nebraska.
  • D. State Highway 59
    State Highway 59 is a New Zealand state highway running along the Kāpiti Coast and through the Wellington region, serving as a key coastal route and former section of State Highway 1.
  • E. Mississippi State Highway System
    The Mississippi State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Mississippi.
  • 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_69e11e32445c8190ab97089b48a130bb completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1283386f081908b70df81f38a5b1c completed April 28, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7b79594c8190b66439167d7a3cbd completed May 18, 2026, 2:37 a.m.
NEDg Description generation batch_6a0a7cb2b0c88190930290efe1d8371a completed May 18, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7e131ae48190a564a86d3d691e1a completed May 18, 2026, 2:48 a.m.
Created at: April 16, 2026, 8:26 p.m.