Triple
T16613912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul R. Milgrom |
E403644
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Milgrom
Milgrom is a surname most prominently associated with Paul R. Milgrom, an American economist and Nobel laureate known for his work on auction theory and market design.
|
E1223583
|
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: Milgrom | Statement: [Paul R. Milgrom, familyName, Milgrom]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milgrom Context triple: [Paul R. Milgrom, familyName, Milgrom]
-
A.
Seidenberg
Seidenberg is a German surname most notably associated with former professional ice hockey defenseman Dennis Seidenberg.
-
B.
Molodowsky
Molodowsky is the surname of Kadya Molodowsky, a prominent 20th-century Yiddish poet and writer known for her contributions to Jewish literature.
-
C.
Palmore
Palmore is a surname that functions as a variant form of the more common family name Palmer.
-
D.
Margolies
Margolies is a surname that functions as a variant spelling of Margulies, borne by various individuals across different fields.
-
E.
Schechter
Schechter is a Jewish surname most notably associated with Solomon Schechter, a prominent rabbi and scholar who helped shape Conservative Judaism.
- 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: Milgrom Triple: [Paul R. Milgrom, familyName, Milgrom]
Generated description
Milgrom is a surname most prominently associated with Paul R. Milgrom, an American economist and Nobel laureate known for his work on auction theory and market design.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milgrom Target entity description: Milgrom is a surname most prominently associated with Paul R. Milgrom, an American economist and Nobel laureate known for his work on auction theory and market design.
-
A.
Seidenberg
Seidenberg is a German surname most notably associated with former professional ice hockey defenseman Dennis Seidenberg.
-
B.
Molodowsky
Molodowsky is the surname of Kadya Molodowsky, a prominent 20th-century Yiddish poet and writer known for her contributions to Jewish literature.
-
C.
Palmore
Palmore is a surname that functions as a variant form of the more common family name Palmer.
-
D.
Margolies
Margolies is a surname that functions as a variant spelling of Margulies, borne by various individuals across different fields.
-
E.
Schechter
Schechter is a Jewish surname most notably associated with Solomon Schechter, a prominent rabbi and scholar who helped shape Conservative Judaism.
- 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_69d883897eb481909eaaa088ba9918d9 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e360983d2c8190b1fe7f18aedfbde1 |
completed | April 18, 2026, 10:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0075aeaa9881908bdef0f9f2b52e60 |
completed | May 10, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_6a007705f57881908b07a20ae8957c64 |
completed | May 10, 2026, 12:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007b18f0b08190a9ddc6ad7358d6b8 |
completed | May 10, 2026, 12:33 p.m. |
Created at: April 10, 2026, 5:17 a.m.