Triple
T2792700
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GNU Awk |
E61964
|
entity |
| Predicate | primaryAuthor |
P4244
|
FINISHED |
| Object |
Arnold Robbins
Arnold Robbins is a computer programmer and technical author best known for his extensive work on the GNU Awk programming language and its documentation.
|
E299202
|
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: Arnold Robbins | Statement: [GNU Awk, primaryAuthor, Arnold Robbins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arnold Robbins Context triple: [GNU Awk, primaryAuthor, Arnold Robbins]
-
A.
Joe Adonis
Joe Adonis was a prominent Italian-American mobster and influential figure in organized crime in the United States during the early to mid-20th century.
-
B.
Bobby Dupea
Bobby Dupea is a disillusioned former piano prodigy turned blue-collar oil worker whose restless search for identity and meaning drives the drama of the film "Five Easy Pieces."
-
C.
Rocky Wirtz
Rocky Wirtz was an American businessman best known for revitalizing the NHL’s Chicago Blackhawks franchise and leading it through a modern era of on-ice success and increased popularity.
-
D.
Michael W. Bischoff
Michael W. Bischoff is a key architect and leader at the prominent international architecture firm Pei Cobb Freed & Partners.
-
E.
Adam Goldberg
Adam Goldberg is an American actor known for his character roles in films and television, including his memorable performance as Private Mellish in "Saving Private Ryan."
- 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: Arnold Robbins Triple: [GNU Awk, primaryAuthor, Arnold Robbins]
Generated description
Arnold Robbins is a computer programmer and technical author best known for his extensive work on the GNU Awk programming language and its documentation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arnold Robbins Target entity description: Arnold Robbins is a computer programmer and technical author best known for his extensive work on the GNU Awk programming language and its documentation.
-
A.
Joe Adonis
Joe Adonis was a prominent Italian-American mobster and influential figure in organized crime in the United States during the early to mid-20th century.
-
B.
Bobby Dupea
Bobby Dupea is a disillusioned former piano prodigy turned blue-collar oil worker whose restless search for identity and meaning drives the drama of the film "Five Easy Pieces."
-
C.
Rocky Wirtz
Rocky Wirtz was an American businessman best known for revitalizing the NHL’s Chicago Blackhawks franchise and leading it through a modern era of on-ice success and increased popularity.
-
D.
Michael W. Bischoff
Michael W. Bischoff is a key architect and leader at the prominent international architecture firm Pei Cobb Freed & Partners.
-
E.
Adam Goldberg
Adam Goldberg is an American actor known for his character roles in films and television, including his memorable performance as Private Mellish in "Saving Private Ryan."
- 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_69ab4b7f51d881908768300ebd2fbdae |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abddd107ac81908eb1a6946834eee3 |
completed | March 7, 2026, 8:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc65ebe788190859012e930918b05 |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afc6c6c620819098b76db174a6f98e |
completed | March 10, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc72b2e3c8190aad78ac8924f07af |
completed | March 10, 2026, 7:24 a.m. |
Created at: March 6, 2026, 9:58 p.m.