Triple
T2095125
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Davidville |
E32762
|
entity |
| Predicate | employee |
P7
|
FINISHED |
| Object |
Marco Arment
Marco Arment is an American developer, writer, and podcaster best known as the creator of Instapaper and Overcast and as a co-founder of Tumblr.
|
E234886
|
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: Marco Arment | Statement: [Davidville, employee, Marco Arment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marco Arment Context triple: [Davidville, employee, Marco Arment]
-
A.
David Pescovitz
David Pescovitz is a journalist and media innovator known for his work in technology, science, and culture, including his longtime role helping shape the influential online magazine Boing Boing.
-
B.
Daniel Domscheit-Berg
Daniel Domscheit-Berg is a German technology activist and former WikiLeaks spokesperson who became known for his whistleblowing work and later critiques of the organization.
-
C.
Ben Casnocha
Ben Casnocha is an American entrepreneur, author, and investor known for co-authoring "The Start-up of You" and "The Alliance" and for his work in the technology and venture capital sectors.
-
D.
Michael Arrington
Michael Arrington is an American entrepreneur, lawyer, and influential tech blogger best known as the founder of the technology news site TechCrunch.
-
E.
David Karp
David Karp is an American web developer and entrepreneur best known for creating the microblogging platform Tumblr.
- 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: Marco Arment Triple: [Davidville, employee, Marco Arment]
Generated description
Marco Arment is an American developer, writer, and podcaster best known as the creator of Instapaper and Overcast and as a co-founder of Tumblr.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marco Arment Target entity description: Marco Arment is an American developer, writer, and podcaster best known as the creator of Instapaper and Overcast and as a co-founder of Tumblr.
-
A.
David Pescovitz
David Pescovitz is a journalist and media innovator known for his work in technology, science, and culture, including his longtime role helping shape the influential online magazine Boing Boing.
-
B.
Daniel Domscheit-Berg
Daniel Domscheit-Berg is a German technology activist and former WikiLeaks spokesperson who became known for his whistleblowing work and later critiques of the organization.
-
C.
Ben Casnocha
Ben Casnocha is an American entrepreneur, author, and investor known for co-authoring "The Start-up of You" and "The Alliance" and for his work in the technology and venture capital sectors.
-
D.
Michael Arrington
Michael Arrington is an American entrepreneur, lawyer, and influential tech blogger best known as the founder of the technology news site TechCrunch.
-
E.
David Karp
David Karp is an American web developer and entrepreneur best known for creating the microblogging platform Tumblr.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: employee Context triple: [Davidville, employee, Marco Arment]
-
A.
employer
chosen
Indicates a relationship where one entity hires, pays, and oversees the work of another entity.
-
B.
employeeRight
Indicates that an employee holds a specific right, entitlement, or privilege within an employment or workplace context.
-
C.
employerIn
Indicates that one entity serves as the employer of another within a specified context, such as a location, organization, or time period.
-
D.
employment
Indicates a relationship where one entity hires, contracts, or otherwise engages another to perform work or services, typically in exchange for compensation.
-
E.
employedPeople
Indicates that there exists a relationship where people are currently working in jobs or positions, typically under an employer.
- 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_69a885eba0708190999696a45cbec816 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba99ddc48190bb2097b56efb7aca |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae305cb77c819085c4f3eb2223f749 |
completed | March 9, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69ae30f6b7c4819080cb7cb7adc1f6d3 |
completed | March 9, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae31871d408190a4ae64372660fa79 |
completed | March 9, 2026, 2:33 a.m. |
| PD | Predicate disambiguation | batch_69abb7b6274081909df36cd7a7c6a675 |
completed | March 7, 2026, 5:29 a.m. |
Created at: March 4, 2026, 7:43 p.m.