Triple
T12432412
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dan Ingalls |
E297063
|
entity |
| Predicate | workedWith |
P398
|
FINISHED |
| Object |
John Maloney
John Maloney is a software engineer best known for his work on the Squeak and Scratch programming environments alongside other members of the Smalltalk community.
|
E980993
|
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: John Maloney | Statement: [Dan Ingalls, workedWith, John Maloney]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Maloney Context triple: [Dan Ingalls, workedWith, John Maloney]
-
A.
Michael Shea
Michael Shea was a prominent theater entrepreneur and impresario whose legacy in the performing arts is commemorated by the naming of Shea’s Performing Arts Center.
-
B.
Simon Dermott
Simon Dermott is the charming, clever art expert and thief portrayed by Peter O’Toole in the 1966 heist comedy film "How to Steal a Million."
-
C.
Colm Malone
Colm Malone is an Irish former hurler who played as a midfielder for the Clare senior team during the 1990s.
-
D.
Cooke Maroney
Cooke Maroney is an American art gallery director known for his work in the contemporary art world and his marriage to actress Jennifer Lawrence.
-
E.
Ron Francis
Ron Francis is a Hall of Fame former NHL center and executive who became the inaugural general manager of the Seattle Kraken.
- 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: John Maloney Triple: [Dan Ingalls, workedWith, John Maloney]
Generated description
John Maloney is a software engineer best known for his work on the Squeak and Scratch programming environments alongside other members of the Smalltalk community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Maloney Target entity description: John Maloney is a software engineer best known for his work on the Squeak and Scratch programming environments alongside other members of the Smalltalk community.
-
A.
Michael Shea
Michael Shea was a prominent theater entrepreneur and impresario whose legacy in the performing arts is commemorated by the naming of Shea’s Performing Arts Center.
-
B.
Simon Dermott
Simon Dermott is the charming, clever art expert and thief portrayed by Peter O’Toole in the 1966 heist comedy film "How to Steal a Million."
-
C.
Colm Malone
Colm Malone is an Irish former hurler who played as a midfielder for the Clare senior team during the 1990s.
-
D.
Cooke Maroney
Cooke Maroney is an American art gallery director known for his work in the contemporary art world and his marriage to actress Jennifer Lawrence.
-
E.
Ron Francis
Ron Francis is a Hall of Fame former NHL center and executive who became the inaugural general manager of the Seattle Kraken.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d7f2fd08190ab959742dbd8f9c0 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6349d29c481909a37fd386cc06575 |
completed | May 2, 2026, 5:30 p.m. |
| NEDg | Description generation | batch_69f635c3782c8190ad9a1f7e3aa9748a |
completed | May 2, 2026, 5:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f636d727a08190882eec3fd664b64d |
completed | May 2, 2026, 5:39 p.m. |
Created at: April 8, 2026, 9:55 p.m.