Triple
T9283864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert C. Weaver |
E223135
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Urban Complex
The Urban Complex is a significant work by economist and civil rights advocate Robert C. Weaver that analyzes the economic, social, and policy challenges facing American cities.
|
E789574
|
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: The Urban Complex | Statement: [Robert C. Weaver, notableWork, The Urban Complex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Urban Complex Context triple: [Robert C. Weaver, notableWork, The Urban Complex]
-
A.
Terminus City
Terminus City is the principal urban center and political hub of the planet Terminus in Isaac Asimov’s Foundation series, serving as the seat of the Foundation’s early government and activity.
-
B.
Enclave
The Enclave is a secretive, authoritarian faction in the Fallout series that claims to be the remnant of the pre-war U.S. government and pursues ruthless control over the post-apocalyptic wasteland.
-
C.
Hangar 18
"Hangar 18" is a popular thrash metal song by Megadeth, known for its intricate guitar work and lyrics about government cover-ups of extraterrestrial life.
-
D.
The Doomed City
The Doomed City is a philosophical science fiction novel by Arkady and Boris Strugatsky that explores a mysterious experimental city where inhabitants face moral, social, and existential challenges.
-
E.
War of the Cities
The War of the Cities was a series of reciprocal missile and air attacks on major urban centers during the Iran–Iraq War, marked by extensive civilian casualties and psychological warfare.
- 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: The Urban Complex Triple: [Robert C. Weaver, notableWork, The Urban Complex]
Generated description
The Urban Complex is a significant work by economist and civil rights advocate Robert C. Weaver that analyzes the economic, social, and policy challenges facing American cities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Urban Complex Target entity description: The Urban Complex is a significant work by economist and civil rights advocate Robert C. Weaver that analyzes the economic, social, and policy challenges facing American cities.
-
A.
Terminus City
Terminus City is the principal urban center and political hub of the planet Terminus in Isaac Asimov’s Foundation series, serving as the seat of the Foundation’s early government and activity.
-
B.
Enclave
The Enclave is a secretive, authoritarian faction in the Fallout series that claims to be the remnant of the pre-war U.S. government and pursues ruthless control over the post-apocalyptic wasteland.
-
C.
Hangar 18
"Hangar 18" is a popular thrash metal song by Megadeth, known for its intricate guitar work and lyrics about government cover-ups of extraterrestrial life.
-
D.
The Doomed City
The Doomed City is a philosophical science fiction novel by Arkady and Boris Strugatsky that explores a mysterious experimental city where inhabitants face moral, social, and existential challenges.
-
E.
War of the Cities
The War of the Cities was a series of reciprocal missile and air attacks on major urban centers during the Iran–Iraq War, marked by extensive civilian casualties and psychological warfare.
- 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_69ca842123588190b3f2e1a69037d141 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd081e72988190917f425e64631837 |
completed | April 1, 2026, 11:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0b2134d408190b21c7dc642549fe4 |
completed | April 4, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69d0b301659481909c1865884421fcde |
completed | April 4, 2026, 6:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0b38ae1ec8190b36019d3a642290d |
completed | April 4, 2026, 6:45 a.m. |
Created at: March 30, 2026, 7:34 p.m.