Triple
T13595221
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cassie Lang |
E324799
|
entity |
| Predicate | mother |
P120
|
FINISHED |
| Object |
Maggie Lang (MCU)
Maggie Lang is a supporting character in the Marvel Cinematic Universe, known as Scott Lang’s ex-wife and the protective mother of Cassie Lang in the Ant-Man films.
|
E1048402
|
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: Maggie Lang (MCU) | Statement: [Cassie Lang, mother, Maggie Lang (MCU)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maggie Lang (MCU) Context triple: [Cassie Lang, mother, Maggie Lang (MCU)]
-
A.
Councilwoman Hawley (MCU)
Councilwoman Hawley is a minor Marvel Cinematic Universe political figure who appears in Captain America: The Winter Soldier and becomes a victim of Alexander Pierce’s Hydra conspiracy.
-
B.
Maria Rambeau
Maria Rambeau is a skilled U.S. Air Force pilot and close friend of Carol Danvers in the Marvel Cinematic Universe, prominently featured in the film "Captain Marvel."
-
C.
Victoria Hand (MCU)
Victoria Hand (MCU) is a high-ranking S.H.I.E.L.D. agent and strategist who appears in Marvel's Agents of S.H.I.E.L.D. as a strict, by-the-book leader involved in major organizational crises.
-
D.
Daisy Johnson
Daisy Johnson is a powerful Inhuman superhero and skilled S.H.I.E.L.D. agent in Marvel Comics, best known by the codename Quake for her seismic vibration abilities and leadership roles.
-
E.
Monica Rambeau
Monica Rambeau is a Marvel Comics superhero and S.W.O.R.D. agent who gains energy-based powers and becomes a key figure in the Marvel Cinematic Universe.
- 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: Maggie Lang (MCU) Triple: [Cassie Lang, mother, Maggie Lang (MCU)]
Generated description
Maggie Lang is a supporting character in the Marvel Cinematic Universe, known as Scott Lang’s ex-wife and the protective mother of Cassie Lang in the Ant-Man films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maggie Lang (MCU) Target entity description: Maggie Lang is a supporting character in the Marvel Cinematic Universe, known as Scott Lang’s ex-wife and the protective mother of Cassie Lang in the Ant-Man films.
-
A.
Councilwoman Hawley (MCU)
Councilwoman Hawley is a minor Marvel Cinematic Universe political figure who appears in Captain America: The Winter Soldier and becomes a victim of Alexander Pierce’s Hydra conspiracy.
-
B.
Maria Rambeau
Maria Rambeau is a skilled U.S. Air Force pilot and close friend of Carol Danvers in the Marvel Cinematic Universe, prominently featured in the film "Captain Marvel."
-
C.
Victoria Hand (MCU)
Victoria Hand (MCU) is a high-ranking S.H.I.E.L.D. agent and strategist who appears in Marvel's Agents of S.H.I.E.L.D. as a strict, by-the-book leader involved in major organizational crises.
-
D.
Daisy Johnson
Daisy Johnson is a powerful Inhuman superhero and skilled S.H.I.E.L.D. agent in Marvel Comics, best known by the codename Quake for her seismic vibration abilities and leadership roles.
-
E.
Monica Rambeau
Monica Rambeau is a Marvel Comics superhero and S.W.O.R.D. agent who gains energy-based powers and becomes a key figure in the Marvel Cinematic Universe.
- 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_69d80769eaf081909d82f44e484d6113 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb057f1c881909a3bb77c659a724a |
completed | April 12, 2026, 2:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f76bc762a08190b5d29cef9923da84 |
completed | May 3, 2026, 3:37 p.m. |
| NEDg | Description generation | batch_69f77643b0348190962bf23a9857edbe |
completed | May 3, 2026, 4:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7791add908190af69b23a54eb7560 |
completed | May 3, 2026, 4:34 p.m. |
Created at: April 9, 2026, 9:49 p.m.