Triple
T1952127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | T'Challa |
E42180
|
entity |
| Predicate | teamLeaderOf |
P3234
|
FINISHED |
| Object |
Wakandan forces
Wakandan forces are the elite, technologically advanced military and security units of the fictional African nation of Wakanda in the Marvel universe.
|
E219143
|
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: Wakandan forces | Statement: [T'Challa, teamLeaderOf, Wakandan forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wakandan forces Context triple: [T'Challa, teamLeaderOf, Wakandan forces]
-
A.
Sa'ka Forces
Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
-
B.
North Guard
North Guard is a prominent high-elevation peak in California’s Sierra Nevada, known for its rugged alpine terrain and challenging mountaineering routes.
-
C.
Hmong forces
Hmong forces were ethnic Hmong guerrilla fighters in Laos, heavily supported by the CIA, who played a central role in the “Secret War” against communist forces during the Laotian Civil War.
-
D.
Maquis
The Maquis were rural guerrilla fighters of the French Resistance during World War II who conducted sabotage, intelligence, and armed operations against German occupation and Vichy authorities.
-
E.
Rebel Army
The Rebel Army was Fidel Castro’s revolutionary guerrilla force that fought to overthrow the Batista regime during the Cuban Revolution.
- 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: Wakandan forces Triple: [T'Challa, teamLeaderOf, Wakandan forces]
Generated description
Wakandan forces are the elite, technologically advanced military and security units of the fictional African nation of Wakanda in the Marvel universe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wakandan forces Target entity description: Wakandan forces are the elite, technologically advanced military and security units of the fictional African nation of Wakanda in the Marvel universe.
-
A.
Sa'ka Forces
Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
-
B.
North Guard
North Guard is a prominent high-elevation peak in California’s Sierra Nevada, known for its rugged alpine terrain and challenging mountaineering routes.
-
C.
Hmong forces
Hmong forces were ethnic Hmong guerrilla fighters in Laos, heavily supported by the CIA, who played a central role in the “Secret War” against communist forces during the Laotian Civil War.
-
D.
Maquis
The Maquis were rural guerrilla fighters of the French Resistance during World War II who conducted sabotage, intelligence, and armed operations against German occupation and Vichy authorities.
-
E.
Rebel Army
The Rebel Army was Fidel Castro’s revolutionary guerrilla force that fought to overthrow the Batista regime during the Cuban Revolution.
- 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_69a8870e08fc8190a319cbf2600db15f |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb34eb5748190a3ac395252951eba |
completed | March 7, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbc611fc8190b2f512c744cbc364 |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc8efb0c81908bce5a4a13359801 |
completed | March 8, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfd8115d481909716e11b943cbf61 |
completed | March 8, 2026, 10:51 p.m. |
Created at: March 4, 2026, 7:36 p.m.