Triple
T3466508
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pork Chop Hill |
E73150
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
S. L. A. Marshall
S. L. A. Marshall was an American military historian and U.S. Army officer known for his influential and sometimes controversial studies of combat behavior and battlefield tactics.
|
E360546
|
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: S. L. A. Marshall | Statement: [Pork Chop Hill, author, S. L. A. Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: S. L. A. Marshall Context triple: [Pork Chop Hill, author, S. L. A. Marshall]
-
A.
W. W. Ambrose
W. W. Ambrose was an architect known for designing the Main Interior Building in Washington, D.C., the headquarters of the U.S. Department of the Interior.
-
B.
William Sims
William Sims was a prominent U.S. Navy admiral and naval reformer known for modernizing gunnery and leading American naval forces in European waters during World War I.
-
C.
Robert L. Ghormley
Robert L. Ghormley was a U.S. Navy admiral during World War II who played a key leadership role in the early Pacific campaigns, including the Guadalcanal operation.
-
D.
Albert C. Wedemeyer
Albert C. Wedemeyer was a U.S. Army general and strategic planner in World War II, best known for his leadership roles in the China-Burma-India theater and his influence on Allied war strategy.
-
E.
G. R. Stilwell
G. R. Stilwell was a physicist known for co-conducting the Ives–Stilwell experiment, a key early test of special relativity’s time dilation and relativistic Doppler effect.
- 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: S. L. A. Marshall Triple: [Pork Chop Hill, author, S. L. A. Marshall]
Generated description
S. L. A. Marshall was an American military historian and U.S. Army officer known for his influential and sometimes controversial studies of combat behavior and battlefield tactics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: S. L. A. Marshall Target entity description: S. L. A. Marshall was an American military historian and U.S. Army officer known for his influential and sometimes controversial studies of combat behavior and battlefield tactics.
-
A.
W. W. Ambrose
W. W. Ambrose was an architect known for designing the Main Interior Building in Washington, D.C., the headquarters of the U.S. Department of the Interior.
-
B.
William Sims
William Sims was a prominent U.S. Navy admiral and naval reformer known for modernizing gunnery and leading American naval forces in European waters during World War I.
-
C.
Robert L. Ghormley
Robert L. Ghormley was a U.S. Navy admiral during World War II who played a key leadership role in the early Pacific campaigns, including the Guadalcanal operation.
-
D.
Albert C. Wedemeyer
Albert C. Wedemeyer was a U.S. Army general and strategic planner in World War II, best known for his leadership roles in the China-Burma-India theater and his influence on Allied war strategy.
-
E.
G. R. Stilwell
G. R. Stilwell was a physicist known for co-conducting the Ives–Stilwell experiment, a key early test of special relativity’s time dilation and relativistic Doppler effect.
- 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_69ad85b224d481908ff8be51338d24ff |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb1090188190ac8aafd87dfaa6a7 |
completed | March 8, 2026, 6:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3680412c0819086da51a05b24a676 |
completed | March 13, 2026, 1:27 a.m. |
| NEDg | Description generation | batch_69b368d21f7c819092660301b7d840db |
completed | March 13, 2026, 1:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3694e92b8819082d54a56d901e9f8 |
completed | March 13, 2026, 1:33 a.m. |
Created at: March 8, 2026, 3:17 p.m.