Triple

T3459433
Position Surface form Disambiguated ID Type / Status
Subject Corpus Christi E72986 entity
Predicate transportation P230 FINISHED
Object U.S. Route 181
U.S. Route 181 is a U.S. Highway in southern Texas that runs north from Corpus Christi, serving as a key regional connector through several coastal and inland communities.
E378223 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: U.S. Route 181 | Statement: [Corpus Christi, transportation, U.S. Route 181]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 181
Context triple: [Corpus Christi, transportation, U.S. Route 181]
  • A. U.S. Route 183
    U.S. Route 183 is a major north–south U.S. Highway running from Texas to South Dakota, serving numerous cities and rural areas along its multi-state corridor.
  • B. U.S. Route 281
    U.S. Route 281 is a major north–south United States highway that runs from the Mexican border in Texas to the Canadian border in North Dakota, passing through several central states.
  • C. U.S. Route 380
    U.S. Route 380 is an east–west U.S. highway that runs through New Mexico and Texas, connecting rural communities and regional centers across the southern Great Plains.
  • D. U.S. Route 283
    U.S. Route 283 is a north–south United States highway that runs through several Great Plains states, connecting rural communities and regional centers from Texas to South Dakota.
  • E. U.S. Route 75
    U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
  • 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: U.S. Route 181
Triple: [Corpus Christi, transportation, U.S. Route 181]
Generated description
U.S. Route 181 is a U.S. Highway in southern Texas that runs north from Corpus Christi, serving as a key regional connector through several coastal and inland communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 181
Target entity description: U.S. Route 181 is a U.S. Highway in southern Texas that runs north from Corpus Christi, serving as a key regional connector through several coastal and inland communities.
  • A. U.S. Route 183
    U.S. Route 183 is a major north–south U.S. Highway running from Texas to South Dakota, serving numerous cities and rural areas along its multi-state corridor.
  • B. U.S. Route 281
    U.S. Route 281 is a major north–south United States highway that runs from the Mexican border in Texas to the Canadian border in North Dakota, passing through several central states.
  • C. U.S. Route 380
    U.S. Route 380 is an east–west U.S. highway that runs through New Mexico and Texas, connecting rural communities and regional centers across the southern Great Plains.
  • D. U.S. Route 283
    U.S. Route 283 is a north–south United States highway that runs through several Great Plains states, connecting rural communities and regional centers from Texas to South Dakota.
  • E. U.S. Route 75
    U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
  • 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_69ad85b12a908190a1d10a6b03b4f8ae completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbae4c18881908b48d16e46f78209 completed March 8, 2026, 6:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4881f1e1c81908de3a0729761c4f7 completed March 13, 2026, 9:56 p.m.
NEDg Description generation batch_69b48e1e32ac8190abfa73b682587ef6 completed March 13, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_69b4b7145a908190892879366db7bb34 completed March 14, 2026, 1:17 a.m.
Created at: March 8, 2026, 3:16 p.m.