Triple
T4601103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office of the Director of Net Assessment |
E100319
|
entity |
| Predicate | notableDirector |
P4744
|
FINISHED |
| Object |
Andrew W. Marshall
Andrew W. Marshall was a long-serving and influential U.S. defense strategist renowned for shaping Pentagon long-term military planning and competitive strategy during the late 20th and early 21st centuries.
|
E462254
|
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: Andrew W. Marshall | Statement: [Office of the Director of Net Assessment, notableDirector, Andrew W. Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew W. Marshall Context triple: [Office of the Director of Net Assessment, notableDirector, Andrew W. Marshall]
-
A.
Neil H. McElroy
Neil H. McElroy was a U.S. businessman and politician who served as Secretary of Defense under President Dwight D. Eisenhower, playing a key role in shaping early Cold War defense policy.
-
B.
William H. Perry
William H. Perry was a notable figure interred at Los Angeles’s historic Angelus-Rosedale Cemetery, recognized for his local prominence and contributions to the city’s early development.
-
C.
Richard P. Bland
Richard P. Bland was a 19th-century American Democratic congressman from Missouri known for his strong advocacy of silver coinage and monetary reform.
-
D.
Richard O. Covey
Richard O. Covey is a retired U.S. Air Force officer and NASA astronaut who flew on multiple Space Shuttle missions and helped lead the first Hubble Space Telescope servicing mission.
-
E.
Edward A. Pace
Edward A. Pace was an American Catholic priest, philosopher, and educator known for his pioneering work in psychology and his significant contributions to Catholic scholarship and higher education.
- 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: Andrew W. Marshall Triple: [Office of the Director of Net Assessment, notableDirector, Andrew W. Marshall]
Generated description
Andrew W. Marshall was a long-serving and influential U.S. defense strategist renowned for shaping Pentagon long-term military planning and competitive strategy during the late 20th and early 21st centuries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrew W. Marshall Target entity description: Andrew W. Marshall was a long-serving and influential U.S. defense strategist renowned for shaping Pentagon long-term military planning and competitive strategy during the late 20th and early 21st centuries.
-
A.
Neil H. McElroy
Neil H. McElroy was a U.S. businessman and politician who served as Secretary of Defense under President Dwight D. Eisenhower, playing a key role in shaping early Cold War defense policy.
-
B.
William H. Perry
William H. Perry was a notable figure interred at Los Angeles’s historic Angelus-Rosedale Cemetery, recognized for his local prominence and contributions to the city’s early development.
-
C.
Richard P. Bland
Richard P. Bland was a 19th-century American Democratic congressman from Missouri known for his strong advocacy of silver coinage and monetary reform.
-
D.
Richard O. Covey
Richard O. Covey is a retired U.S. Air Force officer and NASA astronaut who flew on multiple Space Shuttle missions and helped lead the first Hubble Space Telescope servicing mission.
-
E.
Edward A. Pace
Edward A. Pace was an American Catholic priest, philosopher, and educator known for his pioneering work in psychology and his significant contributions to Catholic scholarship and higher education.
- 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_69bd43cbc014819098b45f435908f88a |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd597346a08190b47eda3b73076f8b |
completed | March 20, 2026, 2:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be0349e89c8190a94e72bdc1e4e59f |
completed | March 21, 2026, 2:32 a.m. |
| NEDg | Description generation | batch_69be05269de48190849a76b5fbd24b4a |
completed | March 21, 2026, 2:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be05d277248190bf675151eca07247 |
completed | March 21, 2026, 2:43 a.m. |
Created at: March 20, 2026, 1:11 p.m.