Triple
T5659264
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marcelo Suárez-Orozco |
E124694
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Carola Suárez-Orozco
Carola Suárez-Orozco is a scholar of immigration, education, and child development known for her research on the experiences and academic trajectories of immigrant-origin youth.
|
E539700
|
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: Carola Suárez-Orozco | Statement: [Marcelo Suárez-Orozco, spouse, Carola Suárez-Orozco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carola Suárez-Orozco Context triple: [Marcelo Suárez-Orozco, spouse, Carola Suárez-Orozco]
-
A.
Marcelo Suárez-Orozco
Marcelo Suárez-Orozco is a prominent scholar of immigration and education who serves as a higher-education leader in the United States.
-
B.
Sabina Alkire
Sabina Alkire is a development economist known for her pioneering work on multidimensional poverty measurement and co-creating the global Multidimensional Poverty Index.
-
C.
Victoria A. Espinel
Victoria A. Espinel is an American intellectual property policy expert who became the first U.S. Intellectual Property Enforcement Coordinator, informally known as the "IP Czar."
-
D.
Andrea Sperling
Andrea Sperling is an American film producer known for her work on independent and art-house films, including the acclaimed romantic drama "Like Crazy."
-
E.
Valerie V. Ortuño
Valerie V. Ortuño is a chemist who completed her doctoral studies under Nobel Prize–winning chemist K. Barry Sharpless, contributing to research in synthetic and/or organic chemistry.
- 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: Carola Suárez-Orozco Triple: [Marcelo Suárez-Orozco, spouse, Carola Suárez-Orozco]
Generated description
Carola Suárez-Orozco is a scholar of immigration, education, and child development known for her research on the experiences and academic trajectories of immigrant-origin youth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Carola Suárez-Orozco Target entity description: Carola Suárez-Orozco is a scholar of immigration, education, and child development known for her research on the experiences and academic trajectories of immigrant-origin youth.
-
A.
Marcelo Suárez-Orozco
Marcelo Suárez-Orozco is a prominent scholar of immigration and education who serves as a higher-education leader in the United States.
-
B.
Sabina Alkire
Sabina Alkire is a development economist known for her pioneering work on multidimensional poverty measurement and co-creating the global Multidimensional Poverty Index.
-
C.
Victoria A. Espinel
Victoria A. Espinel is an American intellectual property policy expert who became the first U.S. Intellectual Property Enforcement Coordinator, informally known as the "IP Czar."
-
D.
Andrea Sperling
Andrea Sperling is an American film producer known for her work on independent and art-house films, including the acclaimed romantic drama "Like Crazy."
-
E.
Valerie V. Ortuño
Valerie V. Ortuño is a chemist who completed her doctoral studies under Nobel Prize–winning chemist K. Barry Sharpless, contributing to research in synthetic and/or organic chemistry.
- 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_69c0082774a481909d7e63fb2aad56ac |
completed | March 22, 2026, 3:17 p.m. |
| NER | Named-entity recognition | batch_69c0231e3c388190a2dd2c59b4a25881 |
completed | March 22, 2026, 5:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c05a286dac8190af53fe096cc29a6d |
completed | March 22, 2026, 9:07 p.m. |
| NEDg | Description generation | batch_69c05cabceac819095c4a114220efb1a |
completed | March 22, 2026, 9:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c05d2b67888190bc89e4cbd384c15f |
completed | March 22, 2026, 9:20 p.m. |
Created at: March 22, 2026, 3:42 p.m.