Triple

T19899949
Position Surface form Disambiguated ID Type / Status
Subject I-10 Papago Freeway E478256 entity
Predicate easternTerminusNear P3569 FINISHED
Object The Stack interchange
The Stack interchange is a major four-level freeway interchange in Phoenix, Arizona, connecting Interstate 10 with Interstate 17 and serving as a key traffic hub in the region.
E1401468 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: The Stack interchange | Statement: [I-10 Papago Freeway, easternTerminusNear, The Stack interchange]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Stack interchange
Context triple: [I-10 Papago Freeway, easternTerminusNear, The Stack interchange]
  • A. Stack Overflow
    Stack Overflow is a leading question-and-answer website where programmers and developers share solutions to coding and software development problems.
  • B. the Stacks
    The Stacks is a sprawling, dilapidated vertical trailer park slum in the dystopian near-future setting of *Ready Player One*, where much of the impoverished population, including protagonist Wade Watts, resides.
  • C. Issues and Answers
    Issues and Answers was an American television public affairs program that aired on ABC, featuring interviews and discussions on current political and social issues.
  • D. Operation Stack
    Operation Stack was a traffic management system used in Kent, England, to queue freight traffic on the M20 motorway during disruptions to cross-Channel services.
  • E. re: Stacks
    "re: Stacks" is a haunting, atmospheric track by Bon Iver known for its sparse instrumentation and emotionally raw lyrics.
  • 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: The Stack interchange
Triple: [I-10 Papago Freeway, easternTerminusNear, The Stack interchange]
Generated description
The Stack interchange is a major four-level freeway interchange in Phoenix, Arizona, connecting Interstate 10 with Interstate 17 and serving as a key traffic hub in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Stack interchange
Target entity description: The Stack interchange is a major four-level freeway interchange in Phoenix, Arizona, connecting Interstate 10 with Interstate 17 and serving as a key traffic hub in the region.
  • A. Stack Overflow
    Stack Overflow is a leading question-and-answer website where programmers and developers share solutions to coding and software development problems.
  • B. the Stacks
    The Stacks is a sprawling, dilapidated vertical trailer park slum in the dystopian near-future setting of *Ready Player One*, where much of the impoverished population, including protagonist Wade Watts, resides.
  • C. Issues and Answers
    Issues and Answers was an American television public affairs program that aired on ABC, featuring interviews and discussions on current political and social issues.
  • D. Operation Stack
    Operation Stack was a traffic management system used in Kent, England, to queue freight traffic on the M20 motorway during disruptions to cross-Channel services.
  • E. re: Stacks
    "re: Stacks" is a haunting, atmospheric track by Bon Iver known for its sparse instrumentation and emotionally raw lyrics.
  • 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_69d8e520682081909892916424699bd5 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65940cf8c8190b74e51635410e48a completed April 20, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea42b8c88190922819539e4b640b completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07eaffbc748190b33574e2868f94c5 completed May 16, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_6a07eb617a3c8190a0538feb7bc962cd completed May 16, 2026, 3:58 a.m.
Created at: April 10, 2026, 1:52 p.m.