Triple
T1426827
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michelle LaVaughn Robinson |
E30350
|
entity |
| Predicate | notableProject |
P4
|
FINISHED |
| Object | Joining Forces initiative |
E4964
|
NE FINISHED |
How this triple was built (2 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 initiative | Statement: [Michelle LaVaughn Robinson, notableProject, Joining Forces initiative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joining Forces initiative Context triple: [Michelle LaVaughn Robinson, notableProject, Joining Forces initiative]
-
A.
Joining Forces
chosen
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.
-
B.
Renewing America Initiative
Renewing America Initiative is a Council on Foreign Relations program focused on strengthening U.S. economic competitiveness, governance, and domestic foundations of national power.
-
C.
AmeriCorps
AmeriCorps is a U.S. federal service program that engages volunteers in community service projects across the country, often in exchange for education awards and living stipends.
-
D.
Operation Provide Comfort
Operation Provide Comfort was a post–Gulf War multinational humanitarian and military mission led by the United States and its allies to protect Kurdish refugees in northern Iraq from Saddam Hussein’s forces.
-
E.
Rapid Deployment Joint Task Force
The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a498fb823c8190a67ce4c4837e641a |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c4be7d208190bcfb46239bd72e56 |
completed | March 1, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad016708bc8190af01b10a0f0d6942 |
completed | March 8, 2026, 4:56 a.m. |
Created at: March 1, 2026, 8 p.m.