Triple
T7658968
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whisperers |
E173454
|
entity |
| Predicate | laterLedBy |
P35853
|
FINISHED |
| Object |
Beta
Beta is a prominent antagonist in The Walking Dead universe, known as the brutal and enigmatic second-in-command of the Whisperers.
|
E679808
|
NE FINISHED |
How this triple was built (5 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: Beta | Statement: [Whisperers, laterLedBy, Beta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beta Context triple: [Whisperers, laterLedBy, Beta]
-
A.
Beta
Beta is a genus of flowering plants in the amaranth family that includes beets such as sugar beet, beetroot, and chard.
-
B.
B-stage
B-stage is a smaller secondary performance platform used during concerts to bring artists closer to audiences away from the main stage.
-
C.
B2
B2 is the second-generation Volkswagen Passat, produced in the early 1980s and known for its more angular design and expanded body style options compared to its predecessor.
-
D.
Be
"Be" is the critically acclaimed 2005 hip-hop album by Chicago rapper Common, celebrated for its soulful production by Kanye West and J Dilla and its introspective, socially conscious lyrics.
-
E.
Ba
Ba is a town and district on the northwestern coast of Viti Levu in Fiji, known for its sugar industry and cultural diversity.
- 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: Beta Triple: [Whisperers, laterLedBy, Beta]
Generated description
Beta is a prominent antagonist in The Walking Dead universe, known as the brutal and enigmatic second-in-command of the Whisperers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beta Target entity description: Beta is a prominent antagonist in The Walking Dead universe, known as the brutal and enigmatic second-in-command of the Whisperers.
-
A.
Beta
Beta is a genus of flowering plants in the amaranth family that includes beets such as sugar beet, beetroot, and chard.
-
B.
B-stage
B-stage is a smaller secondary performance platform used during concerts to bring artists closer to audiences away from the main stage.
-
C.
B2
B2 is the second-generation Volkswagen Passat, produced in the early 1980s and known for its more angular design and expanded body style options compared to its predecessor.
-
D.
Be
"Be" is the critically acclaimed 2005 hip-hop album by Chicago rapper Common, celebrated for its soulful production by Kanye West and J Dilla and its introspective, socially conscious lyrics.
-
E.
Ba
Ba is a town and district on the northwestern coast of Viti Levu in Fiji, known for its sugar industry and cultural diversity.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: laterLedBy Context triple: [Whisperers, laterLedBy, Beta]
-
A.
leaderSince
Indicates that an entity has held a leadership role over another entity starting from a specified point in time.
-
B.
laterLeadsUnit
Indicates that an entity assumes leadership of a unit at a time later than another referenced point or leader.
-
C.
leaderFrom
Indicates that an entity serves or has served as a leader originating from, representing, or associated with a specified place or organization.
-
D.
hadLeadershipFrom
chosen
Indicates that one entity received leadership, guidance, or direction from another entity.
-
E.
leadingOrgan
Indicates that one entity serves as the primary or most responsible organizing body or authority for another entity or activity.
- F. None of above.
Provenance (6 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_69c69955517c819085bc715b96d304d2 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7061cbc3c8190a917dd7e71214182 |
completed | March 27, 2026, 10:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b0d345081909a1d4475fa3876f5 |
completed | March 29, 2026, 3:22 a.m. |
| NEDg | Description generation | batch_69c89d77b7cc81908120da0121c94537 |
completed | March 29, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89ddd81a88190924d41529e94b06b |
completed | March 29, 2026, 3:34 a.m. |
| PD | Predicate disambiguation | batch_69c7015dd8fc8190bc5f52a12bd46209 |
completed | March 27, 2026, 10:14 p.m. |
Created at: March 27, 2026, 3:59 p.m.