Triple
T6385154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frisch–Waugh–Lovell theorem |
E143681
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Michael C. Lovell
Michael C. Lovell is an American economist best known for his contributions to econometrics, including co-naming the Frisch–Waugh–Lovell theorem.
|
E689321
|
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: Michael C. Lovell | Statement: [Frisch–Waugh–Lovell theorem, namedAfter, Michael C. Lovell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael C. Lovell Context triple: [Frisch–Waugh–Lovell theorem, namedAfter, Michael C. Lovell]
-
A.
David M. Abshire
David M. Abshire was an American diplomat, public servant, and foreign policy expert best known as a co-founder of the Center for Strategic and International Studies and for his roles in U.S. national security and international affairs.
-
B.
David R. Scott
David R. Scott is an American astronaut, Air Force officer, and test pilot best known for commanding the Apollo 15 mission and becoming the seventh person to walk on the Moon.
-
C.
Christopher T. Russell
Christopher T. Russell is a planetary scientist best known for leading NASA's Dawn mission, which explored the protoplanet Vesta and the dwarf planet Ceres.
-
D.
Michael T. Williamson
Michael T. Williamson is an American actor best known for his role as Benjamin Buford "Bubba" Blue in the film Forrest Gump.
-
E.
Michael G. Moye
Michael G. Moye is an American television writer and producer best known for co-creating the groundbreaking Fox sitcom "Married... with Children."
- 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: Michael C. Lovell Triple: [Frisch–Waugh–Lovell theorem, namedAfter, Michael C. Lovell]
Generated description
Michael C. Lovell is an American economist best known for his contributions to econometrics, including co-naming the Frisch–Waugh–Lovell theorem.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael C. Lovell Target entity description: Michael C. Lovell is an American economist best known for his contributions to econometrics, including co-naming the Frisch–Waugh–Lovell theorem.
-
A.
David M. Abshire
David M. Abshire was an American diplomat, public servant, and foreign policy expert best known as a co-founder of the Center for Strategic and International Studies and for his roles in U.S. national security and international affairs.
-
B.
David R. Scott
David R. Scott is an American astronaut, Air Force officer, and test pilot best known for commanding the Apollo 15 mission and becoming the seventh person to walk on the Moon.
-
C.
Christopher T. Russell
Christopher T. Russell is a planetary scientist best known for leading NASA's Dawn mission, which explored the protoplanet Vesta and the dwarf planet Ceres.
-
D.
Michael T. Williamson
Michael T. Williamson is an American actor best known for his role as Benjamin Buford "Bubba" Blue in the film Forrest Gump.
-
E.
Michael G. Moye
Michael G. Moye is an American television writer and producer best known for co-creating the groundbreaking Fox sitcom "Married... with Children."
- 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_69c008dac1ec81909cef8157ccd69962 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0686764648190864163d390db292d |
completed | March 22, 2026, 10:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8fa179c008190a6bba55cb62b7fe8 |
completed | March 29, 2026, 10:08 a.m. |
| NEDg | Description generation | batch_69c8faeaf610819087115315c2c1a3c5 |
completed | March 29, 2026, 10:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8fb4c55b48190be95a4299ce4b5c9 |
completed | March 29, 2026, 10:13 a.m. |
Created at: March 22, 2026, 4:34 p.m.