Triple
T17411081
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise |
E423361
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Robert Young
Robert Young is an entrepreneur and author best known as a co-founder of Red Hat, a pioneering company in the open-source software industry.
|
E1283216
|
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: Robert Young | Statement: [Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise, author, Robert Young]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Young Context triple: [Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise, author, Robert Young]
-
A.
Robert Young
Robert Young is a relatively obscure figure primarily known for being the husband of Elizabeth Louise Henderson.
-
B.
Robert Young
Robert Young was an American actor best known for his starring roles in the classic television series "Father Knows Best" and "Marcus Welby, M.D."
-
C.
Robert Young
Robert Young was a Scottish musician best known as the longtime guitarist and multi-instrumentalist for the alternative rock band Primal Scream.
-
D.
Robert Young
Robert Young is a British film and television director known for his work on comedies and dramas, including the ensemble farce "Fierce Creatures."
-
E.
William McMurray
William McMurray was a historical figure after whom the Canadian city of Fort McMurray in Alberta was named, likely due to his role in the region’s early development or exploration.
- 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: Robert Young Triple: [Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise, author, Robert Young]
Generated description
Robert Young is an entrepreneur and author best known as a co-founder of Red Hat, a pioneering company in the open-source software industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Young Target entity description: Robert Young is an entrepreneur and author best known as a co-founder of Red Hat, a pioneering company in the open-source software industry.
-
A.
Robert Young
Robert Young was an American actor best known for his starring roles in the classic television series "Father Knows Best" and "Marcus Welby, M.D."
-
B.
Robert Young
Robert Young is a British film and television director known for his work on comedies and dramas, including the ensemble farce "Fierce Creatures."
-
C.
Robert Young
Robert Young was a Scottish musician best known as the longtime guitarist and multi-instrumentalist for the alternative rock band Primal Scream.
-
D.
Robert Young
Robert Young is a relatively obscure figure primarily known for being the husband of Elizabeth Louise Henderson.
-
E.
William McMurray
William McMurray was a historical figure after whom the Canadian city of Fort McMurray in Alberta was named, likely due to his role in the region’s early development or exploration.
- 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_69d889d7d27c819088486ce3f0627fa1 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43b0a88e881909b2886bd90c92992 |
completed | April 19, 2026, 2:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02230dd4a4819086abd8ef3859fe15 |
completed | May 11, 2026, 6:42 p.m. |
| NEDg | Description generation | batch_6a022c7dc2d48190b0e49b796196d7f4 |
completed | May 11, 2026, 7:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a022cce8cfc8190a68a976b4611b234 |
completed | May 11, 2026, 7:23 p.m. |
Created at: April 10, 2026, 5:46 a.m.