Triple
T17875400
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stanford University Department of Political Science |
E446938
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Jens Hainmueller
Jens Hainmueller is a political scientist known for his work on immigration, public opinion, and causal inference, and for co-founding the Immigration Policy Lab.
|
E1293324
|
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: Jens Hainmueller | Statement: [Stanford University Department of Political Science, hasFaculty, Jens Hainmueller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jens Hainmueller Context triple: [Stanford University Department of Political Science, hasFaculty, Jens Hainmueller]
-
A.
Armin B. Cremers
Armin B. Cremers is a German computer scientist known for his contributions to artificial intelligence, robotics, and information systems, and for mentoring influential researchers in these fields.
-
B.
Wolfgang Streeck
Wolfgang Streeck is a German economic sociologist known for his influential work on capitalism, labor relations, and institutional change in advanced democracies.
-
C.
Robert Pfaff
Robert Pfaff is a person notable enough to be recognized as a significant bearer of the surname Pfaff.
-
D.
Markus J. Pflaum
Markus J. Pflaum is a German mathematician recognized for his significant contributions to differential geometry and related fields, for which he received the Carl Friedrich Gauss Prize.
-
E.
Tobias A. Schliessler
Tobias A. Schliessler is a German-born cinematographer known for his work on major Hollywood films such as "Dreamgirls," "Friday Night Lights," and "Hancock."
- 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: Jens Hainmueller Triple: [Stanford University Department of Political Science, hasFaculty, Jens Hainmueller]
Generated description
Jens Hainmueller is a political scientist known for his work on immigration, public opinion, and causal inference, and for co-founding the Immigration Policy Lab.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jens Hainmueller Target entity description: Jens Hainmueller is a political scientist known for his work on immigration, public opinion, and causal inference, and for co-founding the Immigration Policy Lab.
-
A.
Armin B. Cremers
Armin B. Cremers is a German computer scientist known for his contributions to artificial intelligence, robotics, and information systems, and for mentoring influential researchers in these fields.
-
B.
Wolfgang Streeck
Wolfgang Streeck is a German economic sociologist known for his influential work on capitalism, labor relations, and institutional change in advanced democracies.
-
C.
Robert Pfaff
Robert Pfaff is a person notable enough to be recognized as a significant bearer of the surname Pfaff.
-
D.
Markus J. Pflaum
Markus J. Pflaum is a German mathematician recognized for his significant contributions to differential geometry and related fields, for which he received the Carl Friedrich Gauss Prize.
-
E.
Tobias A. Schliessler
Tobias A. Schliessler is a German-born cinematographer known for his work on major Hollywood films such as "Dreamgirls," "Friday Night Lights," and "Hancock."
- 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_69d8b9f4c22c819093c2680434472894 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49aa54d1481908c0af8533edd51c4 |
completed | April 19, 2026, 9:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0313d1c1e48190a17e3b81c4ee22f3 |
completed | May 12, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_6a031485c3908190a8fe49068d45e910 |
completed | May 12, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03151de8408190a4c8bc30f5606951 |
completed | May 12, 2026, 11:55 a.m. |
Created at: April 10, 2026, 10:18 a.m.