Triple
T5923712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Strongtalk |
E131754
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
David Griswold
David Griswold is a software engineer best known for creating the Strongtalk implementation of the Smalltalk programming language, notable for its optional static type system and high performance.
|
E554867
|
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: David Griswold | Statement: [Strongtalk, developer, David Griswold]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Griswold Context triple: [Strongtalk, developer, David Griswold]
-
A.
Tom Hiel
Tom Hiel is an American film and television composer known for scoring a variety of genre projects, including cult and horror films.
-
B.
Bob Clark
Bob Clark was a Canadian filmmaker best known for directing the classic holiday comedy "A Christmas Story" and influential horror films like "Black Christmas."
-
C.
Reg Rogers
Reg Rogers is an American character actor known for his work in film, television, and theater, often portraying eccentric or villainous roles.
-
D.
Daniel Troob
Daniel Troob is an American orchestrator and arranger best known for his work on numerous Disney animated film scores and Broadway musicals.
-
E.
Michael Blodgett
Michael Blodgett was an American actor, screenwriter, and producer known for his work in film and television from the late 1960s onward.
- 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: David Griswold Triple: [Strongtalk, developer, David Griswold]
Generated description
David Griswold is a software engineer best known for creating the Strongtalk implementation of the Smalltalk programming language, notable for its optional static type system and high performance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Griswold Target entity description: David Griswold is a software engineer best known for creating the Strongtalk implementation of the Smalltalk programming language, notable for its optional static type system and high performance.
-
A.
Tom Hiel
Tom Hiel is an American film and television composer known for scoring a variety of genre projects, including cult and horror films.
-
B.
Bob Clark
Bob Clark was a Canadian filmmaker best known for directing the classic holiday comedy "A Christmas Story" and influential horror films like "Black Christmas."
-
C.
Reg Rogers
Reg Rogers is an American character actor known for his work in film, television, and theater, often portraying eccentric or villainous roles.
-
D.
Daniel Troob
Daniel Troob is an American orchestrator and arranger best known for his work on numerous Disney animated film scores and Broadway musicals.
-
E.
Michael Blodgett
Michael Blodgett was an American actor, screenwriter, and producer known for his work in film and television from the late 1960s onward.
- 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_69c0085a1ed08190a7e9a8b6323fd680 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c03851189c819094524e8b5080545e |
completed | March 22, 2026, 6:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0c0483e3481908e50f8b34b11a878 |
completed | March 23, 2026, 4:23 a.m. |
| NEDg | Description generation | batch_69c0c1442eb48190bc67c77764116b17 |
completed | March 23, 2026, 4:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c1c31b108190af16c66f6e8a4c25 |
completed | March 23, 2026, 4:29 a.m. |
Created at: March 22, 2026, 4 p.m.