Triple

T9731380
Position Surface form Disambiguated ID Type / Status
Subject Tyler, Texas E235749 entity
Predicate majorHighway P385 FINISHED
Object Loop 323
Loop 323 is a primary circumferential highway that serves as the main loop route around the city of Tyler, Texas.
E817144 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: Loop 323 | Statement: [Tyler, Texas, majorHighway, Loop 323]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loop 323
Context triple: [Tyler, Texas, majorHighway, Loop 323]
  • A. Loop 336
    Loop 336 is a major circumferential roadway that serves as a key traffic artery around the city of Conroe, Texas.
  • B. Loop 303
    Loop 303 is a major freeway in the Phoenix metropolitan area that serves as part of the region’s outer beltway system, facilitating circumferential travel and suburban growth.
  • C. Loop 820
    Loop 820 is a major beltway highway encircling much of the Fort Worth, Texas metropolitan area, serving as a key route for regional traffic and suburban access.
  • D. Loop 12
    Loop 12 is a major circumferential highway in Dallas, Texas, that serves as an important connector between various neighborhoods, freeways, and arterial roads within the city.
  • E. A Loop
    A Loop is a modern streetcar route in Portland, Oregon, that provides circulator service through the central city and adjacent neighborhoods as part of the Portland Streetcar system.
  • 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: Loop 323
Triple: [Tyler, Texas, majorHighway, Loop 323]
Generated description
Loop 323 is a primary circumferential highway that serves as the main loop route around the city of Tyler, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loop 323
Target entity description: Loop 323 is a primary circumferential highway that serves as the main loop route around the city of Tyler, Texas.
  • A. Loop 336
    Loop 336 is a major circumferential roadway that serves as a key traffic artery around the city of Conroe, Texas.
  • B. Loop 303
    Loop 303 is a major freeway in the Phoenix metropolitan area that serves as part of the region’s outer beltway system, facilitating circumferential travel and suburban growth.
  • C. Loop 820
    Loop 820 is a major beltway highway encircling much of the Fort Worth, Texas metropolitan area, serving as a key route for regional traffic and suburban access.
  • D. Loop 12
    Loop 12 is a major circumferential highway in Dallas, Texas, that serves as an important connector between various neighborhoods, freeways, and arterial roads within the city.
  • E. A Loop
    A Loop is a modern streetcar route in Portland, Oregon, that provides circulator service through the central city and adjacent neighborhoods as part of the Portland Streetcar system.
  • 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_69ca84d0fad481909cdd45aa77416c48 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9eb2373c81909139c7a2ff2aa541 completed April 1, 2026, 10:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19fb97b6c81908d5f1d4f587a9188 completed April 4, 2026, 11:33 p.m.
NEDg Description generation batch_69d1a16fa29c8190be50ddaa566fcd7f completed April 4, 2026, 11:40 p.m.
NED2 Entity disambiguation (via description) batch_69d1a335f2808190aca0c1689787b90a completed April 4, 2026, 11:48 p.m.
Created at: March 30, 2026, 8:21 p.m.