Triple
T445278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert O. Keohane |
E7002
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
Ernst B. Haas
Ernst B. Haas was a pioneering political scientist best known for developing neofunctionalist theory of regional integration, particularly in the context of European integration studies.
|
E97162
|
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: Ernst B. Haas | Statement: [Robert O. Keohane, influencedBy, Ernst B. Haas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ernst B. Haas Context triple: [Robert O. Keohane, influencedBy, Ernst B. Haas]
-
A.
Robert McKim
Robert McKim was an American silent film actor known for playing villainous roles in early 20th-century cinema.
-
B.
George L. Dahl
George L. Dahl was a prominent 20th-century American architect known for shaping much of Dallas’s skyline and major civic landmarks.
-
C.
Harold A. Wheeler
Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
-
D.
Robert B. Hotz
Robert B. Hotz was an American aviation journalist and editor known for his expertise in aerospace and defense, who served on the presidential Rogers Commission investigating the Space Shuttle Challenger disaster.
-
E.
Herbert L. Anderson
Herbert L. Anderson was an American experimental physicist who played a crucial role in the development of the first nuclear chain reaction and early atomic research during the Manhattan Project.
- 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: Ernst B. Haas Triple: [Robert O. Keohane, influencedBy, Ernst B. Haas]
Generated description
Ernst B. Haas was a pioneering political scientist best known for developing neofunctionalist theory of regional integration, particularly in the context of European integration studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ernst B. Haas Target entity description: Ernst B. Haas was a pioneering political scientist best known for developing neofunctionalist theory of regional integration, particularly in the context of European integration studies.
-
A.
Robert McKim
Robert McKim was an American silent film actor known for playing villainous roles in early 20th-century cinema.
-
B.
George L. Dahl
George L. Dahl was a prominent 20th-century American architect known for shaping much of Dallas’s skyline and major civic landmarks.
-
C.
Harold A. Wheeler
Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
-
D.
Robert B. Hotz
Robert B. Hotz was an American aviation journalist and editor known for his expertise in aerospace and defense, who served on the presidential Rogers Commission investigating the Space Shuttle Challenger disaster.
-
E.
Herbert L. Anderson
Herbert L. Anderson was an American experimental physicist who played a crucial role in the development of the first nuclear chain reaction and early atomic research during the Manhattan Project.
- 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_69a2e7e4676c81909ea0dbdecac0687c |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ef479ec08190a659eead6eb0d4d0 |
completed | Feb. 28, 2026, 1:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d6571588190b1f328e7b10b627c |
completed | March 3, 2026, 11:23 p.m. |
| NEDg | Description generation | batch_69a78ce2d3608190af4f38768b6ef95e |
completed | March 4, 2026, 1:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a78d84ccd08190aaa86a0adbd993a0 |
completed | March 4, 2026, 1:40 a.m. |
Created at: Feb. 28, 2026, 1:12 p.m.