Triple
T16007708
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walter Bishop |
E388259
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Massive Dynamic
Massive Dynamic is a powerful and secretive multinational technology corporation in the TV series "Fringe," known for its cutting-edge and often ethically dubious scientific research.
|
E1188972
|
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: Massive Dynamic | Statement: [Walter Bishop, employer, Massive Dynamic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massive Dynamic Context triple: [Walter Bishop, employer, Massive Dynamic]
-
A.
Sostrata
Sostrata is a character in Niccolò Machiavelli’s comedic play "The Mandrake," depicted as the mother of Lucrezia and a figure entangled in the play’s schemes surrounding fertility and deception.
-
B.
Capco
Capco is a global management and technology consultancy specializing in the financial services industry.
-
C.
Vandelay Technologies
Vandelay Technologies is a powerful, futuristic tech megacorporation serving as the primary villainous company in the rhythm-action video game Hi-Fi Rush.
-
D.
SIGA Technologies
SIGA Technologies is a pharmaceutical company specializing in the development of antiviral treatments, particularly for smallpox and other orthopoxvirus infections.
-
E.
Nisum Technologies
Nisum Technologies is a global technology consulting and software development firm specializing in digital transformation, e-commerce, and enterprise solutions for large and mid-sized businesses.
- 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: Massive Dynamic Triple: [Walter Bishop, employer, Massive Dynamic]
Generated description
Massive Dynamic is a powerful and secretive multinational technology corporation in the TV series "Fringe," known for its cutting-edge and often ethically dubious scientific research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massive Dynamic Target entity description: Massive Dynamic is a powerful and secretive multinational technology corporation in the TV series "Fringe," known for its cutting-edge and often ethically dubious scientific research.
-
A.
Sostrata
Sostrata is a character in Niccolò Machiavelli’s comedic play "The Mandrake," depicted as the mother of Lucrezia and a figure entangled in the play’s schemes surrounding fertility and deception.
-
B.
Capco
Capco is a global management and technology consultancy specializing in the financial services industry.
-
C.
Vandelay Technologies
Vandelay Technologies is a powerful, futuristic tech megacorporation serving as the primary villainous company in the rhythm-action video game Hi-Fi Rush.
-
D.
SIGA Technologies
SIGA Technologies is a pharmaceutical company specializing in the development of antiviral treatments, particularly for smallpox and other orthopoxvirus infections.
-
E.
Nisum Technologies
Nisum Technologies is a global technology consulting and software development firm specializing in digital transformation, e-commerce, and enterprise solutions for large and mid-sized businesses.
- 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_69d86dabcb7c8190b6a39d6831d2fa1b |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e15800e3608190bd3e1123ccc6c326 |
completed | April 16, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf22db3481909141ddef151d0341 |
completed | May 10, 2026, 12:19 a.m. |
| NEDg | Description generation | batch_69ffd08186d081909b6e236768dc3cde |
completed | May 10, 2026, 12:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffd0f1914c81908c55df30a27fc0d1 |
completed | May 10, 2026, 12:27 a.m. |
Created at: April 10, 2026, 4:55 a.m.