Triple
T2515033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emanuel Parzen |
E55391
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object |
Grace Wahba
Grace Wahba is an American statistician renowned for her pioneering work in smoothing splines, regularization methods, and machine learning, particularly in nonparametric function estimation.
|
E274128
|
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: Grace Wahba | Statement: [Emanuel Parzen, notableStudent, Grace Wahba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grace Wahba Context triple: [Emanuel Parzen, notableStudent, Grace Wahba]
-
A.
Lisa Najeeb Halaby
Lisa Najeeb Halaby, better known as Queen Noor of Jordan, is an American-born Jordanian royal, widow of King Hussein, and a prominent advocate for peace, human rights, and sustainable development.
-
B.
Bassma Al Jandali
Bassma Al Jandali is a Syrian-American woman known primarily as the sister of Abdulfattah Jandali, the biological father of Apple co-founder Steve Jobs.
-
C.
Khalida Jarrar
Khalida Jarrar is a prominent Palestinian politician, feminist, and human rights advocate known for her leadership in the Popular Front for the Liberation of Palestine and her work on prisoners’ rights.
-
D.
Safia Farkash
Safia Farkash is the second wife of former Libyan leader Muammar Gaddafi and the mother of several of his children, known primarily for her role as Libya’s de facto first lady during his rule.
-
E.
Karima Al-Amin
Karima Al-Amin is an American lawyer and civil rights advocate, known for her legal and community work and for being married to former Black Panther leader H. Rap Brown (Jamil Al-Amin).
- 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: Grace Wahba Triple: [Emanuel Parzen, notableStudent, Grace Wahba]
Generated description
Grace Wahba is an American statistician renowned for her pioneering work in smoothing splines, regularization methods, and machine learning, particularly in nonparametric function estimation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grace Wahba Target entity description: Grace Wahba is an American statistician renowned for her pioneering work in smoothing splines, regularization methods, and machine learning, particularly in nonparametric function estimation.
-
A.
Lisa Najeeb Halaby
Lisa Najeeb Halaby, better known as Queen Noor of Jordan, is an American-born Jordanian royal, widow of King Hussein, and a prominent advocate for peace, human rights, and sustainable development.
-
B.
Bassma Al Jandali
Bassma Al Jandali is a Syrian-American woman known primarily as the sister of Abdulfattah Jandali, the biological father of Apple co-founder Steve Jobs.
-
C.
Khalida Jarrar
Khalida Jarrar is a prominent Palestinian politician, feminist, and human rights advocate known for her leadership in the Popular Front for the Liberation of Palestine and her work on prisoners’ rights.
-
D.
Safia Farkash
Safia Farkash is the second wife of former Libyan leader Muammar Gaddafi and the mother of several of his children, known primarily for her role as Libya’s de facto first lady during his rule.
-
E.
Karima Al-Amin
Karima Al-Amin is an American lawyer and civil rights advocate, known for her legal and community work and for being married to former Black Panther leader H. Rap Brown (Jamil Al-Amin).
- 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_69ab49e4749c8190813311efd1630f1b |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd20db7e0819096d901eb20ae65e5 |
completed | March 7, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2b975e6881909b70a1795e8e2776 |
completed | March 9, 2026, 8:20 p.m. |
| NEDg | Description generation | batch_69af461461d08190b50fa5ff80f1a774 |
completed | March 9, 2026, 10:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af467dd1c0819090bf8e01bbdb7e37 |
completed | March 9, 2026, 10:15 p.m. |
Created at: March 6, 2026, 9:46 p.m.