Triple
T8326510
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Social Democratic Federation |
E194966
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
Democratic Federation
The Democratic Federation was a pioneering British socialist political organization of the early 1880s that evolved into the more influential Social Democratic Federation.
|
E194966
|
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: Democratic Federation | Statement: [Social Democratic Federation, precededBy, Democratic Federation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Democratic Federation Context triple: [Social Democratic Federation, precededBy, Democratic Federation]
-
A.
Federation
The Federation, formally known as the United Federation of Planets, is a major interstellar alliance in the Star Trek universe characterized by its democratic governance, advanced technology, and commitment to peaceful exploration and cooperation among member worlds.
-
B.
Union of American Republics
The Union of American Republics, better known as the Pan American Union, was an international organization that promoted cooperation and diplomacy among the countries of the Americas and served as a predecessor to the Organization of American States.
-
C.
Union for the New Republic
The Union for the New Republic was a French Gaullist political party founded in the late 1950s to support Charles de Gaulle and the institutions of the Fifth Republic.
-
D.
Social Democratic Federation
The Social Democratic Federation was a pioneering British socialist political organization of the late 19th and early 20th centuries that advocated Marxist principles and workers’ rights.
-
E.
Alliance for Democracy
The Alliance for Democracy is a Nigerian political party historically associated with progressive, pro-democracy politics and strong support in the country’s southwest region.
- 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: Democratic Federation Triple: [Social Democratic Federation, precededBy, Democratic Federation]
Generated description
The Democratic Federation was a pioneering British socialist political organization of the early 1880s that evolved into the more influential Social Democratic Federation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Democratic Federation Target entity description: The Democratic Federation was a pioneering British socialist political organization of the early 1880s that evolved into the more influential Social Democratic Federation.
-
A.
Federation
The Federation, formally known as the United Federation of Planets, is a major interstellar alliance in the Star Trek universe characterized by its democratic governance, advanced technology, and commitment to peaceful exploration and cooperation among member worlds.
-
B.
Union of American Republics
The Union of American Republics, better known as the Pan American Union, was an international organization that promoted cooperation and diplomacy among the countries of the Americas and served as a predecessor to the Organization of American States.
-
C.
Union for the New Republic
The Union for the New Republic was a French Gaullist political party founded in the late 1950s to support Charles de Gaulle and the institutions of the Fifth Republic.
-
D.
Social Democratic Federation
chosen
The Social Democratic Federation was a pioneering British socialist political organization of the late 19th and early 20th centuries that advocated Marxist principles and workers’ rights.
-
E.
Alliance for Democracy
The Alliance for Democracy is a Nigerian political party historically associated with progressive, pro-democracy politics and strong support in the country’s southwest region.
- F. None of above.
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_69ca82e7a8a88190a32bb5cc0feb012d |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7f80ed288190b300e18b9bc58824 |
completed | March 31, 2026, 8:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd95b92708819097795498f9ebcdfc |
completed | April 1, 2026, 10:01 p.m. |
| NEDg | Description generation | batch_69cdab60ec308190a9001f9235e556b4 |
completed | April 1, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdb2e3457c8190a2d0cb6eeb81c9ef |
completed | April 2, 2026, 12:05 a.m. |
Created at: March 30, 2026, 5:56 p.m.