Triple

T4776335
Position Surface form Disambiguated ID Type / Status
Subject Shahid Khan E106056 entity
Predicate employer P7 FINISHED
Object Flex-N-Gate
Flex-N-Gate is a major American automotive parts supplier known for manufacturing components such as bumpers and exterior systems for global vehicle manufacturers.
E469440 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: Flex-N-Gate | Statement: [Shahid Khan, employer, Flex-N-Gate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flex-N-Gate
Context triple: [Shahid Khan, employer, Flex-N-Gate]
  • A. Mweka Gate
    Mweka Gate is a primary descent and exit point on Mount Kilimanjaro, commonly used by climbers finishing popular summit routes.
  • B. Echo Flex
    Echo Flex is a compact, plug-in smart speaker from Amazon’s Echo line designed to provide Alexa voice assistant capabilities in small spaces like hallways, bathrooms, and kitchens.
  • C. Renflexis
    Renflexis is a biosimilar version of the monoclonal antibody infliximab, used to treat autoimmune conditions such as rheumatoid arthritis, Crohn’s disease, and ulcerative colitis.
  • D. Omnimover
    Omnimover is a continuously moving ride system used in Disney theme park attractions to transport guests smoothly through elaborately themed environments.
  • E. Automat
    "Automat" is a 1927 oil painting by American realist artist Edward Hopper, depicting a solitary woman seated in a self-service restaurant under stark electric light, emblematic of urban isolation and modern alienation.
  • 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: Flex-N-Gate
Triple: [Shahid Khan, employer, Flex-N-Gate]
Generated description
Flex-N-Gate is a major American automotive parts supplier known for manufacturing components such as bumpers and exterior systems for global vehicle manufacturers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flex-N-Gate
Target entity description: Flex-N-Gate is a major American automotive parts supplier known for manufacturing components such as bumpers and exterior systems for global vehicle manufacturers.
  • A. Mweka Gate
    Mweka Gate is a primary descent and exit point on Mount Kilimanjaro, commonly used by climbers finishing popular summit routes.
  • B. Echo Flex
    Echo Flex is a compact, plug-in smart speaker from Amazon’s Echo line designed to provide Alexa voice assistant capabilities in small spaces like hallways, bathrooms, and kitchens.
  • C. Renflexis
    Renflexis is a biosimilar version of the monoclonal antibody infliximab, used to treat autoimmune conditions such as rheumatoid arthritis, Crohn’s disease, and ulcerative colitis.
  • D. Omnimover
    Omnimover is a continuously moving ride system used in Disney theme park attractions to transport guests smoothly through elaborately themed environments.
  • E. Automat
    "Automat" is a 1927 oil painting by American realist artist Edward Hopper, depicting a solitary woman seated in a self-service restaurant under stark electric light, emblematic of urban isolation and modern alienation.
  • 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_69bd43f3074c8190937e7b0a457fe9f1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6585bf088190a7847241c8868bf6 completed March 20, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43c6d7848190b998eee680149d6f completed March 21, 2026, 7:07 a.m.
NEDg Description generation batch_69be443674b081909a4fc17c6a087198 completed March 21, 2026, 7:09 a.m.
NED2 Entity disambiguation (via description) batch_69be44e6f9108190bd27468aa966b60a completed March 21, 2026, 7:12 a.m.
Created at: March 20, 2026, 1:21 p.m.