Triple
T16280876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deborah L. Birx |
E395257
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Silent Invasion (book)
"Silent Invasion" is a book by Dr. Deborah L. Birx that offers an insider account of the U.S. government's response to the COVID-19 pandemic and the challenges of public health leadership during the crisis.
|
E1203531
|
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: Silent Invasion (book) | Statement: [Deborah L. Birx, notableWork, Silent Invasion (book)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Silent Invasion (book) Context triple: [Deborah L. Birx, notableWork, Silent Invasion (book)]
-
A.
The Invisible Enemy
"The Invisible Enemy" is a 1977 Doctor Who television serial featuring the Fourth Doctor and introducing the robot dog companion K-9.
-
B.
The Silent Enemy
The Silent Enemy is a 1958 British war film directed by William Fairchild that dramatizes the World War II exploits of Royal Navy frogman Lionel "Buster" Crabb against Italian underwater saboteurs.
-
C.
Unseen Warfare
Unseen Warfare is a classic Eastern Orthodox spiritual manual on inner spiritual struggle and ascetic life, traditionally attributed to St. Nikodemos the Hagiorite.
-
D.
The Invasion
The Invasion is a classic Doctor Who serial featuring the Second Doctor and marking a major early appearance of the Cybermen in a contemporary Earth setting.
-
E.
Invasion
Invasion is a science fiction television series centered on mysterious phenomena following a devastating hurricane in a small Florida town.
- 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: Silent Invasion (book) Triple: [Deborah L. Birx, notableWork, Silent Invasion (book)]
Generated description
"Silent Invasion" is a book by Dr. Deborah L. Birx that offers an insider account of the U.S. government's response to the COVID-19 pandemic and the challenges of public health leadership during the crisis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Silent Invasion (book) Target entity description: "Silent Invasion" is a book by Dr. Deborah L. Birx that offers an insider account of the U.S. government's response to the COVID-19 pandemic and the challenges of public health leadership during the crisis.
-
A.
The Invisible Enemy
"The Invisible Enemy" is a 1977 Doctor Who television serial featuring the Fourth Doctor and introducing the robot dog companion K-9.
-
B.
The Silent Enemy
The Silent Enemy is a 1958 British war film directed by William Fairchild that dramatizes the World War II exploits of Royal Navy frogman Lionel "Buster" Crabb against Italian underwater saboteurs.
-
C.
Unseen Warfare
Unseen Warfare is a classic Eastern Orthodox spiritual manual on inner spiritual struggle and ascetic life, traditionally attributed to St. Nikodemos the Hagiorite.
-
D.
The Invasion
The Invasion is a classic Doctor Who serial featuring the Second Doctor and marking a major early appearance of the Cybermen in a contemporary Earth setting.
-
E.
Invasion
Invasion is a science fiction television series centered on mysterious phenomena following a devastating hurricane in a small Florida town.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24910c6b881909ae5cc0908dd8eb2 |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017c48e5c8190a387a4158362417a |
completed | May 10, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_6a0018be4b8c8190b68001465b9af949 |
completed | May 10, 2026, 5:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00198af20c819087cfa7d01b3afdec |
completed | May 10, 2026, 5:37 a.m. |
Created at: April 10, 2026, 5:05 a.m.