Triple
T6731019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mass Effect |
E153632
|
entity |
| Predicate | recurringCharacter |
P12208
|
FINISHED |
| Object |
Liara T'Soni
Liara T'Soni is an asari scientist and powerful biotic who becomes a key ally and potential companion to Commander Shepard throughout the Mass Effect series.
|
E616001
|
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: Liara T'Soni | Statement: [Mass Effect, recurringCharacter, Liara T'Soni]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liara T'Soni Context triple: [Mass Effect, recurringCharacter, Liara T'Soni]
-
A.
Cayde-6
Cayde-6 is a fan-favorite, wisecracking Hunter Vanguard and Exo character from the Destiny video game series.
-
B.
Melinda May
Melinda May is a highly skilled S.H.I.E.L.D. agent and pilot in the Marvel universe, renowned for her combat expertise, stoic demeanor, and loyalty to Director Phil Coulson's team.
-
C.
Shepard
Shepard is the middle name of William S. Benson, a notable figure whose full identity includes this given name.
-
D.
Shepard
Shepard is a surname most famously associated with Sam Shepard, the American playwright, actor, and director known for his influential works in contemporary theater and film.
-
E.
Sinjin Hawke
Sinjin Hawke is a Canadian electronic music producer and DJ known for his futuristic, maximalist club sound and influential releases on labels like Fractal Fantasy.
- 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: Liara T'Soni Triple: [Mass Effect, recurringCharacter, Liara T'Soni]
Generated description
Liara T'Soni is an asari scientist and powerful biotic who becomes a key ally and potential companion to Commander Shepard throughout the Mass Effect series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liara T'Soni Target entity description: Liara T'Soni is an asari scientist and powerful biotic who becomes a key ally and potential companion to Commander Shepard throughout the Mass Effect series.
-
A.
Cayde-6
Cayde-6 is a fan-favorite, wisecracking Hunter Vanguard and Exo character from the Destiny video game series.
-
B.
Melinda May
Melinda May is a highly skilled S.H.I.E.L.D. agent and pilot in the Marvel universe, renowned for her combat expertise, stoic demeanor, and loyalty to Director Phil Coulson's team.
-
C.
Shepard
Shepard is the middle name of William S. Benson, a notable figure whose full identity includes this given name.
-
D.
Shepard
Shepard is a surname most famously associated with Sam Shepard, the American playwright, actor, and director known for his influential works in contemporary theater and film.
-
E.
Sinjin Hawke
Sinjin Hawke is a Canadian electronic music producer and DJ known for his futuristic, maximalist club sound and influential releases on labels like Fractal Fantasy.
- 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_69c6880bdd68819097de8b6099992682 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d16a30888190ae474d90bb71ac49 |
completed | March 27, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c70b029960819090de37c99e80ceb9 |
completed | March 27, 2026, 10:56 p.m. |
| NEDg | Description generation | batch_69c70bf3e2fc8190bc5d044b890ddc02 |
completed | March 27, 2026, 11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c70cece560819099b488a95a3c79c5 |
completed | March 27, 2026, 11:04 p.m. |
Created at: March 27, 2026, 2:09 p.m.