Triple
T3129914
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G.I. Joe: Retaliation |
E65383
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Cobra Commander
Cobra Commander is the masked, power-hungry leader of the terrorist organization Cobra and the primary antagonist in the G.I. Joe franchise.
|
E330338
|
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: Cobra Commander | Statement: [G.I. Joe: Retaliation, character, Cobra Commander]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cobra Commander Context triple: [G.I. Joe: Retaliation, character, Cobra Commander]
-
A.
Lt. Tragg
Lt. Tragg is a fictional homicide detective in the Perry Mason series, known as the persistent but fair police foil to defense attorney Perry Mason.
-
B.
Commander Richter
Commander Richter is a fictional law enforcement official featured in Dan Brown’s thriller novel "Angels & Demons."
-
C.
Red Hand Commando
Red Hand Commando was a small but notorious loyalist paramilitary group in Northern Ireland that carried out violent attacks during the sectarian conflict known as the Troubles.
-
D.
Captain "Howling Mad" Murdock
Captain "Howling Mad" Murdock is the eccentric, mentally unstable but brilliant helicopter pilot of the A-Team in the 1980s action-adventure television series.
-
E.
M’Baku
M’Baku is a formidable Wakandan warrior and leader of the Jabari tribe in Marvel’s Black Panther saga, known for his strength, honor, and evolving role as an ally to the royal family.
- 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: Cobra Commander Triple: [G.I. Joe: Retaliation, character, Cobra Commander]
Generated description
Cobra Commander is the masked, power-hungry leader of the terrorist organization Cobra and the primary antagonist in the G.I. Joe franchise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cobra Commander Target entity description: Cobra Commander is the masked, power-hungry leader of the terrorist organization Cobra and the primary antagonist in the G.I. Joe franchise.
-
A.
Lt. Tragg
Lt. Tragg is a fictional homicide detective in the Perry Mason series, known as the persistent but fair police foil to defense attorney Perry Mason.
-
B.
Commander Richter
Commander Richter is a fictional law enforcement official featured in Dan Brown’s thriller novel "Angels & Demons."
-
C.
Red Hand Commando
Red Hand Commando was a small but notorious loyalist paramilitary group in Northern Ireland that carried out violent attacks during the sectarian conflict known as the Troubles.
-
D.
Captain "Howling Mad" Murdock
Captain "Howling Mad" Murdock is the eccentric, mentally unstable but brilliant helicopter pilot of the A-Team in the 1980s action-adventure television series.
-
E.
M’Baku
M’Baku is a formidable Wakandan warrior and leader of the Jabari tribe in Marvel’s Black Panther saga, known for his strength, honor, and evolving role as an ally to the royal family.
- 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_69ad8580c72481909672d37acf647893 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada549aaa881908dcf92d20fa6f238 |
completed | March 8, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20f7f9e288190af5f2b2aa6ff63b3 |
completed | March 12, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b2135f05c88190b926556828a038ac |
completed | March 12, 2026, 1:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b214268d588190996d909297baaffc |
completed | March 12, 2026, 1:17 a.m. |
Created at: March 8, 2026, 3:04 p.m.