Triple
T8433251
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gamora |
E199165
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object |
Avengers (temporary ally)
The Avengers (temporary ally) refers to the Marvel superhero team during storylines in which characters like Gamora join forces with them for a limited time rather than as permanent members.
|
E734024
|
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: Avengers (temporary ally) | Statement: [Gamora, affiliation, Avengers (temporary ally)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Avengers (temporary ally) Context triple: [Gamora, affiliation, Avengers (temporary ally)]
-
A.
Avengers Initiative
The Avengers Initiative is a covert program in the Marvel Cinematic Universe designed to recruit and assemble extraordinary individuals into a team to defend Earth from major threats.
-
B.
New Avengers
The New Avengers are a modern reformation of Marvel Comics' premier superhero team, featuring a refreshed roster of iconic heroes assembled to tackle major threats in the Marvel Universe.
-
C.
Young Avengers
Young Avengers is a Marvel Comics superhero team composed of teenage heroes who often serve as legacy counterparts to established Avengers members.
-
D.
Secret Avengers
Secret Avengers is a covert operations branch of the Avengers in Marvel Comics, composed of superheroes who undertake secret, high-risk missions to protect the world from hidden threats.
-
E.
West Coast Avengers
The West Coast Avengers are a Marvel Comics superhero team that operates as a Los Angeles–based branch of the main Avengers, featuring members like Hawkeye, Mockingbird, and Wonder Man.
- 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: Avengers (temporary ally) Triple: [Gamora, affiliation, Avengers (temporary ally)]
Generated description
The Avengers (temporary ally) refers to the Marvel superhero team during storylines in which characters like Gamora join forces with them for a limited time rather than as permanent members.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Avengers (temporary ally) Target entity description: The Avengers (temporary ally) refers to the Marvel superhero team during storylines in which characters like Gamora join forces with them for a limited time rather than as permanent members.
-
A.
Avengers Initiative
The Avengers Initiative is a covert program in the Marvel Cinematic Universe designed to recruit and assemble extraordinary individuals into a team to defend Earth from major threats.
-
B.
New Avengers
The New Avengers are a modern reformation of Marvel Comics' premier superhero team, featuring a refreshed roster of iconic heroes assembled to tackle major threats in the Marvel Universe.
-
C.
Young Avengers
Young Avengers is a Marvel Comics superhero team composed of teenage heroes who often serve as legacy counterparts to established Avengers members.
-
D.
Secret Avengers
Secret Avengers is a covert operations branch of the Avengers in Marvel Comics, composed of superheroes who undertake secret, high-risk missions to protect the world from hidden threats.
-
E.
West Coast Avengers
The West Coast Avengers are a Marvel Comics superhero team that operates as a Los Angeles–based branch of the main Avengers, featuring members like Hawkeye, Mockingbird, and Wonder Man.
- 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_69ca8313c99081909a5c6d83b91de5b3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbd1a74d948190abd76e7a6efb42ec |
completed | March 31, 2026, 1:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1d673ed48190abf765c203ed2a0f |
completed | April 2, 2026, 7:40 a.m. |
| NEDg | Description generation | batch_69ce1e6e83008190a4c2f796928882c1 |
completed | April 2, 2026, 7:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1f3d46f48190be7b494e808a70f9 |
completed | April 2, 2026, 7:48 a.m. |
Created at: March 30, 2026, 6:07 p.m.