Triple
T7939416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Google Borg |
E184354
|
entity |
| Predicate | authorsInclude |
P63068
|
FINISHED |
| Object |
Abhishek Verma
Abhishek Verma is a computer scientist best known as a co-creator of Google Borg, the large-scale cluster management and scheduling system that inspired Kubernetes.
|
E703665
|
NE FINISHED |
How this triple was built (5 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: Abhishek Verma | Statement: [Google Borg, authorsInclude, Abhishek Verma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abhishek Verma Context triple: [Google Borg, authorsInclude, Abhishek Verma]
-
A.
Gautam Kumar
Gautam Kumar is known as the son of legendary Indian Bengali actor Uttam Kumar.
-
B.
Shantanu Thakur
Shantanu Thakur is an Indian politician from the Bharatiya Janata Party who serves as a Minister of State in the central government and represents the Bangaon constituency in the Lok Sabha.
-
C.
Sachit Mehra
Sachit Mehra is a Canadian political figure who serves in a top leadership role within the Liberal Party of Canada.
-
D.
Jaideep Ahlawat
Jaideep Ahlawat is an Indian actor known for his powerful character roles in films and web series such as "Gangs of Wasseypur," "Raazi," and "Paatal Lok."
-
E.
Shivam Tewari
Shivam Tewari is an Indian photographer known publicly as the husband of actress and model Riya Sen.
- 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: Abhishek Verma Triple: [Google Borg, authorsInclude, Abhishek Verma]
Generated description
Abhishek Verma is a computer scientist best known as a co-creator of Google Borg, the large-scale cluster management and scheduling system that inspired Kubernetes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abhishek Verma Target entity description: Abhishek Verma is a computer scientist best known as a co-creator of Google Borg, the large-scale cluster management and scheduling system that inspired Kubernetes.
-
A.
Gautam Kumar
Gautam Kumar is known as the son of legendary Indian Bengali actor Uttam Kumar.
-
B.
Shantanu Thakur
Shantanu Thakur is an Indian politician from the Bharatiya Janata Party who serves as a Minister of State in the central government and represents the Bangaon constituency in the Lok Sabha.
-
C.
Sachit Mehra
Sachit Mehra is a Canadian political figure who serves in a top leadership role within the Liberal Party of Canada.
-
D.
Jaideep Ahlawat
Jaideep Ahlawat is an Indian actor known for his powerful character roles in films and web series such as "Gangs of Wasseypur," "Raazi," and "Paatal Lok."
-
E.
Shivam Tewari
Shivam Tewari is an Indian photographer known publicly as the husband of actress and model Riya Sen.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: authorsInclude Context triple: [Google Borg, authorsInclude, Abhishek Verma]
-
A.
authors
chosen
Indicates that one entity is the creator or writer of another entity, such as a document, work, or piece of content.
-
B.
eligibleAuthors
Indicates that certain authors meet the required conditions or criteria to qualify for a specified role, status, or action.
-
C.
authorMentionedBy
Indicates that a given author is referenced or cited by another entity (such as a document, work, or person).
-
D.
authorsDescribedBy
Indicates that an entity serves as a descriptive account or characterization of one or more authors.
-
E.
authorOfAlso
Indicates that an entity is also an author of another specified work or item, in addition to any primary authorship already indicated.
- F. None of above.
Provenance (6 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_69ca8290c21c8190906a5ca6fe2b03c4 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b0983388190a77e8d5d899c5130 |
completed | March 31, 2026, 3:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe019a094819082baecdcb007c84f |
completed | March 31, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69cbe4f0e94c8190941794411d7cdde3 |
completed | March 31, 2026, 3:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc3363ba748190b04a4a2cafbb3290 |
completed | March 31, 2026, 8:49 p.m. |
| PD | Predicate disambiguation | batch_69cae93526d081909303265bf60419fd |
completed | March 30, 2026, 9:20 p.m. |
Created at: March 30, 2026, 5:08 p.m.