Triple

T7668266
Position Surface form Disambiguated ID Type / Status
Subject Cedar Springs corridor E173679 entity
Predicate locatedIn P40 FINISHED
Object Dallas
Dallas is a major North Texas city known as a commercial and cultural hub, featuring diverse neighborhoods, a prominent arts and nightlife scene, and a significant role in finance, technology, and transportation.
 E669437 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: Dallas | Statement: [Cedar Springs corridor, locatedIn, Dallas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dallas
Context triple: [Cedar Springs corridor, locatedIn, Dallas]
  • A. Dallas
    Dallas is a small city in Paulding County, Georgia, known for its historic downtown and location within the state's mineral-rich Georgia Gold Belt region.
  • B. Dallas
    Dallas is a central female character in the classic Western film "Stagecoach," portrayed as a compassionate yet socially ostracized woman whose journey reveals themes of dignity and redemption.
  • C. Dallas
    Dallas is the calm, pragmatic captain of the commercial starship Nostromo in the 1979 science fiction horror film "Alien."
  • D. Dallas
    Dallas is the early series of United States Supreme Court case reports compiled by Alexander J. Dallas, covering decisions from the late 18th century before the official U.S. Reports numbering began.
  • E. Dallas
    Dallas is a small borough in northeastern Pennsylvania known as part of the suburban and educational hub of the Wyoming Valley near Wilkes-Barre.
  • 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: Dallas
Triple: [Cedar Springs corridor, locatedIn, Dallas]
Generated description
Dallas is a major North Texas city known as a commercial and cultural hub, featuring diverse neighborhoods, a prominent arts and nightlife scene, and a significant role in finance, technology, and transportation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dallas
Target entity description: Dallas is a major North Texas city known as a commercial and cultural hub, featuring diverse neighborhoods, a prominent arts and nightlife scene, and a significant role in finance, technology, and transportation.
  • A. Dallas chosen
    Dallas is a major city in northern Texas known for its role as a commercial and cultural hub, with a prominent skyline, diverse population, and significant influence in business, arts, and sports.
  • B. Dallas
    Dallas is a major city in northern Texas known for its role as a commercial and cultural hub, with a diverse economy, prominent arts scene, and significant historical landmarks.
  • C. Dallas
    Dallas is a major city in north Texas known for its role as a commercial and cultural hub, with significant influence in industries such as energy, technology, and telecommunications.
  • D. Dallas
    Dallas is a major city in northern Texas known for its role as a commercial and cultural hub, with strong ties to industries such as energy, technology, and design.
  • E. Dallas
    Dallas is a major city in north Texas known for its role as a commercial and cultural hub, particularly in the energy, telecommunications, and technology industries.
  • F. None of above.

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_69c699562484819086752091e3164a27 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701c3ff38819090d65ac4ae218750 completed March 27, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b4e9b3348190a24823ff9ad3431e completed March 29, 2026, 5:13 a.m.
NEDg Description generation batch_69c8b79db9a08190ab7014085c6d2fb4 completed March 29, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_69c8b7e980d08190ad1547e3147d36c6 completed March 29, 2026, 5:26 a.m.
Created at: March 27, 2026, 4 p.m.