Triple
T7930853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Google Ventures |
E184184
|
entity |
| Predicate | keyPerson |
P256
|
FINISHED |
| Object |
Ben Ling
Ben Ling is a prominent technology investor and entrepreneur known for his leadership roles at major tech companies and his work as a general partner at venture capital firms.
|
E702949
|
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: Ben Ling | Statement: [Google Ventures, keyPerson, Ben Ling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Ling Context triple: [Google Ventures, keyPerson, Ben Ling]
-
A.
Jean Liu
Jean Liu is a prominent Chinese business executive and technology entrepreneur best known for her leadership role in ride-hailing giant Didi Chuxing.
-
B.
John Cheng
John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
-
C.
Liwen Shao
Liwen Shao is a brilliant and ambitious Chinese businesswoman and technologist in the Pacific Rim universe, known for her pivotal role in developing advanced Jaeger drone technology.
-
D.
William Wang
William Wang is a Taiwanese-American entrepreneur best known as the founder and longtime CEO of the consumer electronics company Vizio.
-
E.
James Lingk
James Lingk is a timid, easily manipulated client in David Mamet’s play and film "Glengarry Glen Ross," whose wavering real estate purchase becomes central to the story’s moral and legal conflicts.
- 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: Ben Ling Triple: [Google Ventures, keyPerson, Ben Ling]
Generated description
Ben Ling is a prominent technology investor and entrepreneur known for his leadership roles at major tech companies and his work as a general partner at venture capital firms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Ling Target entity description: Ben Ling is a prominent technology investor and entrepreneur known for his leadership roles at major tech companies and his work as a general partner at venture capital firms.
-
A.
Jean Liu
Jean Liu is a prominent Chinese business executive and technology entrepreneur best known for her leadership role in ride-hailing giant Didi Chuxing.
-
B.
John Cheng
John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
-
C.
Liwen Shao
Liwen Shao is a brilliant and ambitious Chinese businesswoman and technologist in the Pacific Rim universe, known for her pivotal role in developing advanced Jaeger drone technology.
-
D.
William Wang
William Wang is a Taiwanese-American entrepreneur best known as the founder and longtime CEO of the consumer electronics company Vizio.
-
E.
James Lingk
James Lingk is a timid, easily manipulated client in David Mamet’s play and film "Glengarry Glen Ross," whose wavering real estate purchase becomes central to the story’s moral and legal conflicts.
- 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_69ca8290c21c8190906a5ca6fe2b03c4 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3accc388819087065ebe7d5d9591 |
completed | March 31, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe011ccec8190ab60d18b761666af |
completed | March 31, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69cbe30b7904819083050a00258287a4 |
completed | March 31, 2026, 3:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc327e60e08190a1dcf8f7a4542cf9 |
completed | March 31, 2026, 8:45 p.m. |
Created at: March 30, 2026, 5:07 p.m.