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.