Triple
T10827224
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heroku |
E255524
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Adam Wiggins
Adam Wiggins is a software developer and entrepreneur best known as a co-founder of the cloud platform-as-a-service company Heroku.
|
E886834
|
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: Adam Wiggins | Statement: [Heroku, foundedBy, Adam Wiggins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Adam Wiggins Context triple: [Heroku, foundedBy, Adam Wiggins]
-
A.
Dwayne Wiggins
Dwayne Wiggins is an American musician, producer, and founding member of the R&B group Tony! Toni! Toné!, known for his influential work in contemporary R&B and neo-soul.
-
B.
Paul Millsap
Paul Millsap is an American former professional basketball player and four-time NBA All-Star known for his versatile forward play, defense, and rebounding during stints with teams such as the Utah Jazz and Atlanta Hawks.
-
C.
Spencer Knight
Spencer Knight is an American ice hockey goaltender known for his standout collegiate career at Boston College and subsequent play in the NHL.
-
D.
Lance Stephenson
Lance Stephenson is an American professional basketball player known for his versatile guard/forward play in the NBA, particularly with the Indiana Pacers, and his energetic, flamboyant on-court style.
-
E.
Damion Scott
Damion Scott is an American comic book artist known for his dynamic, graffiti-influenced style on titles such as Batman, Robin, and various Marvel and independent projects.
- 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: Adam Wiggins Triple: [Heroku, foundedBy, Adam Wiggins]
Generated description
Adam Wiggins is a software developer and entrepreneur best known as a co-founder of the cloud platform-as-a-service company Heroku.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Adam Wiggins Target entity description: Adam Wiggins is a software developer and entrepreneur best known as a co-founder of the cloud platform-as-a-service company Heroku.
-
A.
Dwayne Wiggins
Dwayne Wiggins is an American musician, producer, and founding member of the R&B group Tony! Toni! Toné!, known for his influential work in contemporary R&B and neo-soul.
-
B.
Paul Millsap
Paul Millsap is an American former professional basketball player and four-time NBA All-Star known for his versatile forward play, defense, and rebounding during stints with teams such as the Utah Jazz and Atlanta Hawks.
-
C.
Spencer Knight
Spencer Knight is an American ice hockey goaltender known for his standout collegiate career at Boston College and subsequent play in the NHL.
-
D.
Lance Stephenson
Lance Stephenson is an American professional basketball player known for his versatile guard/forward play in the NBA, particularly with the Indiana Pacers, and his energetic, flamboyant on-court style.
-
E.
Damion Scott
Damion Scott is an American comic book artist known for his dynamic, graffiti-influenced style on titles such as Batman, Robin, and various Marvel and independent projects.
- 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_69d6aa8081448190a9324184f2bd1c26 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d734d2b9f88190b79a7b168d7836c8 |
completed | April 9, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de8592d8f08190ac577395ad7cc557 |
completed | April 14, 2026, 6:21 p.m. |
| NEDg | Description generation | batch_69de8956d9f081909d076c5e413c1f74 |
completed | April 14, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de8e80fe80819088ac76bb5abc58f0 |
completed | April 14, 2026, 6:59 p.m. |
Created at: April 8, 2026, 9:19 p.m.