Triple

T8536197
Position Surface form Disambiguated ID Type / Status
Subject KONE E202082 entity
Predicate focus P31 FINISHED
Object people flow solutions
People flow solutions are integrated systems and services designed to move people smoothly, safely, and efficiently through buildings and urban environments, often using technologies like elevators, escalators, and access control.
 E740654 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: people flow solutions | Statement: [KONE, focus, people flow solutions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: people flow solutions
Context triple: [KONE, focus, people flow solutions]
  • A. Human Flow
    Human Flow is a 2017 documentary film directed by artist and activist Ai Weiwei that explores the global refugee crisis through sweeping, visually striking footage and personal stories from displaced people around the world.
  • B. Human Traffic
    "Human Traffic" is a 1999 British independent film that follows a group of young friends over a hedonistic weekend immersed in Cardiff’s club and rave culture.
  • C. People Going
    People Going is a public art installation located at Los Angeles’s Wilshire/Western Metro station, known for its dynamic depiction of commuters in motion.
  • D. The Solutions Project
    The Solutions Project is a nonprofit organization that promotes a transition to 100% clean, renewable energy through advocacy, research, and support for community-led climate solutions.
  • E. Solu
    Solu is a subregion of Nepal’s Solukhumbu District, known as the lower, more accessible part of the Everest area with traditional Sherpa villages and trekking routes.
  • 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: people flow solutions
Triple: [KONE, focus, people flow solutions]
Generated description
People flow solutions are integrated systems and services designed to move people smoothly, safely, and efficiently through buildings and urban environments, often using technologies like elevators, escalators, and access control.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: people flow solutions
Target entity description: People flow solutions are integrated systems and services designed to move people smoothly, safely, and efficiently through buildings and urban environments, often using technologies like elevators, escalators, and access control.
  • A. Human Flow
    Human Flow is a 2017 documentary film directed by artist and activist Ai Weiwei that explores the global refugee crisis through sweeping, visually striking footage and personal stories from displaced people around the world.
  • B. Human Traffic
    "Human Traffic" is a 1999 British independent film that follows a group of young friends over a hedonistic weekend immersed in Cardiff’s club and rave culture.
  • C. People Going
    People Going is a public art installation located at Los Angeles’s Wilshire/Western Metro station, known for its dynamic depiction of commuters in motion.
  • D. The Solutions Project
    The Solutions Project is a nonprofit organization that promotes a transition to 100% clean, renewable energy through advocacy, research, and support for community-led climate solutions.
  • E. Solu
    Solu is a subregion of Nepal’s Solukhumbu District, known as the lower, more accessible part of the Everest area with traditional Sherpa villages and trekking routes.
  • 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_69ca832355b08190b8b6a4ab4a4a3554 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe6a3f024819095d560a205ff1c75 completed March 31, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d8332cc819083c86e0dc58bcc37 completed April 2, 2026, 1:22 p.m.
NEDg Description generation batch_69ce6f02fabc819093b95e0d318c5649 completed April 2, 2026, 1:28 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f9b12148190be55b3f5f2b518d9 completed April 2, 2026, 1:31 p.m.
Created at: March 30, 2026, 6:18 p.m.