Triple
T18823706
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pepper |
E460328
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Tom Pepper
Tom Pepper is an American software developer best known as a co-creator of the peer-to-peer file-sharing service Gnutella.
|
E1344968
|
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: Tom Pepper | Statement: [Pepper, hasNotableBearer, Tom Pepper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tom Pepper Context triple: [Pepper, hasNotableBearer, Tom Pepper]
-
A.
Danny Reagan
Danny Reagan is a tough, hot-headed NYPD detective and devoted family man portrayed by Donnie Wahlberg on the television series "Blue Bloods."
-
B.
Michael Cavanagh
Michael Cavanagh is an Australian drummer best known for his work with the psychedelic rock band King Gizzard & the Lizard Wizard.
-
C.
Roland Paxton
Roland Paxton is a British civil engineer and historian of engineering best known for his work on major bridge projects and for documenting the history of civil engineering.
-
D.
Don Roberts
Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
-
E.
Laramie Eppler
Laramie Eppler is an American actor best known for his role as one of the young brothers in Terrence Malick’s acclaimed film "The Tree of Life."
- 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: Tom Pepper Triple: [Pepper, hasNotableBearer, Tom Pepper]
Generated description
Tom Pepper is an American software developer best known as a co-creator of the peer-to-peer file-sharing service Gnutella.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tom Pepper Target entity description: Tom Pepper is an American software developer best known as a co-creator of the peer-to-peer file-sharing service Gnutella.
-
A.
Danny Reagan
Danny Reagan is a tough, hot-headed NYPD detective and devoted family man portrayed by Donnie Wahlberg on the television series "Blue Bloods."
-
B.
Michael Cavanagh
Michael Cavanagh is an Australian drummer best known for his work with the psychedelic rock band King Gizzard & the Lizard Wizard.
-
C.
Roland Paxton
Roland Paxton is a British civil engineer and historian of engineering best known for his work on major bridge projects and for documenting the history of civil engineering.
-
D.
Don Roberts
Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
-
E.
Laramie Eppler
Laramie Eppler is an American actor best known for his role as one of the young brothers in Terrence Malick’s acclaimed film "The Tree of Life."
- 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_69d8dcf94c288190a06dea029ae4b223 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5a6bce5588190bd0aefcd0c51edad |
completed | April 20, 2026, 4:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a055bcea4fc8190bc9b9e23b1925b6f |
completed | May 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a055d25d9608190b70473a28a7d4333 |
completed | May 14, 2026, 5:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a055dbba9a481909a8c7c4c6bdab27f |
completed | May 14, 2026, 5:29 a.m. |
Created at: April 10, 2026, 11:56 a.m.