Triple
T78562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michelle Obama |
E1573
|
entity |
| Predicate | notableProgram |
P4
|
FINISHED |
| Object |
Joining Forces
Joining Forces is a nationwide initiative launched by First Lady Michelle Obama and Dr. Jill Biden to support U.S. service members, veterans, and their families through employment, education, and wellness programs.
|
E4964
|
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: Joining Forces | Statement: [Michelle Obama, notableProgram, Joining Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joining Forces Context triple: [Michelle Obama, notableProgram, Joining Forces]
-
A.
Semper Paratus
Semper Paratus is the Latin motto of the United States Coast Guard, meaning "Always Ready" and symbolizing the service’s constant preparedness and vigilance.
-
B.
The American Soldier
The American Soldier is a symbolic collective representing U.S. military personnel, recognized for their service and impact, including being honored as Time magazine's Person of the Year.
-
C.
This We'll Defend
"This We'll Defend" is the historic motto of the United States Army, expressing its mission to protect and defend the nation and its people.
-
D.
Semper Fidelis
Semper Fidelis is the Latin motto of the United States Marine Corps, expressing the ideal of unwavering loyalty and faithfulness.
-
E.
Silver Star
The Silver Star is a high-level U.S. military decoration awarded for gallantry in action against an enemy of the United States.
- 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: Joining Forces Triple: [Michelle Obama, notableProgram, Joining Forces]
Generated description
Joining Forces is a nationwide initiative launched by First Lady Michelle Obama and Dr. Jill Biden to support U.S. service members, veterans, and their families through employment, education, and wellness programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joining Forces Target entity description: Joining Forces is a nationwide initiative launched by First Lady Michelle Obama and Dr. Jill Biden to support U.S. service members, veterans, and their families through employment, education, and wellness programs.
-
A.
Semper Paratus
Semper Paratus is the Latin motto of the United States Coast Guard, meaning "Always Ready" and symbolizing the service’s constant preparedness and vigilance.
-
B.
The American Soldier
The American Soldier is a symbolic collective representing U.S. military personnel, recognized for their service and impact, including being honored as Time magazine's Person of the Year.
-
C.
This We'll Defend
"This We'll Defend" is the historic motto of the United States Army, expressing its mission to protect and defend the nation and its people.
-
D.
Semper Fidelis
Semper Fidelis is the Latin motto of the United States Marine Corps, expressing the ideal of unwavering loyalty and faithfulness.
-
E.
Silver Star
The Silver Star is a high-level U.S. military decoration awarded for gallantry in action against an enemy of the United States.
- 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_69a24c60d19c8190a1b6c105ca59ef5b |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f30e5848190a8edcb37c356ce0a |
completed | Feb. 28, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a255522b0081909f8a02667108a6d3 |
completed | Feb. 28, 2026, 2:39 a.m. |
| NEDg | Description generation | batch_69a255ef9b1081909fe71530250bd68b |
completed | Feb. 28, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a256c673748190abb6b556701b4a2a |
completed | Feb. 28, 2026, 2:45 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.