Triple
T200910
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Second Battle of Fallujah |
E4101
|
entity |
| Predicate | commandedBy |
P1407
|
FINISHED |
| Object |
Lieutenant General Thomas F. Metz
Lieutenant General Thomas F. Metz is a retired U.S. Army officer who played a key leadership role in major Iraq War operations, including commanding coalition forces during the Second Battle of Fallujah.
|
E30466
|
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: Lieutenant General Thomas F. Metz | Statement: [Second Battle of Fallujah, commandedBy, Lieutenant General Thomas F. Metz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lieutenant General Thomas F. Metz Context triple: [Second Battle of Fallujah, commandedBy, Lieutenant General Thomas F. Metz]
-
A.
Lieutenant General John F. Sattler
Lieutenant General John F. Sattler is a retired U.S. Marine Corps officer best known for his senior leadership role in major Iraq War operations, including commanding forces during the Second Battle of Fallujah.
-
B.
Major General Donald J. Kutyna
Major General Donald J. Kutyna is a U.S. Air Force officer and space expert best known for his influential role on the Rogers Commission that investigated the Space Shuttle Challenger disaster.
-
C.
Brigadier General Chuck Edwards
Brigadier General Chuck Edwards was a United States Air Force officer honored for his significant contributions to military aviation and aerospace development.
-
D.
Col. Herbert Y. Schandler
Col. Herbert Y. Schandler was a U.S. Army officer and military historian known for his influential analyses of the Vietnam War and American foreign policy.
-
E.
James M. Gavin
James M. Gavin was a highly regarded U.S. Army lieutenant general and paratrooper commander in World War II, known for leading the 82nd Airborne Division in major European operations.
- 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: Lieutenant General Thomas F. Metz Triple: [Second Battle of Fallujah, commandedBy, Lieutenant General Thomas F. Metz]
Generated description
Lieutenant General Thomas F. Metz is a retired U.S. Army officer who played a key leadership role in major Iraq War operations, including commanding coalition forces during the Second Battle of Fallujah.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lieutenant General Thomas F. Metz Target entity description: Lieutenant General Thomas F. Metz is a retired U.S. Army officer who played a key leadership role in major Iraq War operations, including commanding coalition forces during the Second Battle of Fallujah.
-
A.
Lieutenant General John F. Sattler
Lieutenant General John F. Sattler is a retired U.S. Marine Corps officer best known for his senior leadership role in major Iraq War operations, including commanding forces during the Second Battle of Fallujah.
-
B.
Major General Donald J. Kutyna
Major General Donald J. Kutyna is a U.S. Air Force officer and space expert best known for his influential role on the Rogers Commission that investigated the Space Shuttle Challenger disaster.
-
C.
Brigadier General Chuck Edwards
Brigadier General Chuck Edwards was a United States Air Force officer honored for his significant contributions to military aviation and aerospace development.
-
D.
Col. Herbert Y. Schandler
Col. Herbert Y. Schandler was a U.S. Army officer and military historian known for his influential analyses of the Vietnam War and American foreign policy.
-
E.
James M. Gavin
James M. Gavin was a highly regarded U.S. Army lieutenant general and paratrooper commander in World War II, known for leading the 82nd Airborne Division in major European operations.
- 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_69a254bca59881909a15e1496f1508c7 |
completed | Feb. 28, 2026, 2:36 a.m. |
| NER | Named-entity recognition | batch_69a25be47ea881909c296b30a0d47a65 |
completed | Feb. 28, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3672e822c8190be0d6c0714034ff7 |
completed | Feb. 28, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69a367bc6cb48190b5bc588db0833474 |
completed | Feb. 28, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3681d99a881908ea8d2632ba2aab1 |
completed | Feb. 28, 2026, 10:11 p.m. |
Created at: Feb. 28, 2026, 2:44 a.m.