Triple
T6176224
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | All In with Chris Hayes |
E137825
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Denise D’Ignazio
Denise D’Ignazio is a television producer best known for her leadership role behind the MSNBC news and politics program "All In with Chris Hayes."
|
E572631
|
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: Denise D’Ignazio | Statement: [All In with Chris Hayes, executiveProducer, Denise D’Ignazio]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Denise D’Ignazio Context triple: [All In with Chris Hayes, executiveProducer, Denise D’Ignazio]
-
A.
Cynthia Enloe
Cynthia Enloe is a prominent feminist scholar and writer best known for her influential work on gender, militarism, and international politics.
-
B.
Andrea Smith
Andrea Smith is a Native American scholar, activist, and author known for her work on Indigenous feminism, anti-violence organizing, and critiques of colonialism and racism.
-
C.
Joan W. Scott
Joan W. Scott is an influential American historian and feminist theorist renowned for her pioneering work on gender as a category of historical analysis.
-
D.
Joan Scott
Joan Scott was the wife of British statesman and former Prime Minister George Canning, known primarily for her role within this prominent political family in early 19th-century Britain.
-
E.
Paula Powers
Paula Powers is the rebellious young heiress protagonist of the 1977 road comedy film "Grand Theft Auto," who runs away to elope against her wealthy parents’ wishes.
- 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: Denise D’Ignazio Triple: [All In with Chris Hayes, executiveProducer, Denise D’Ignazio]
Generated description
Denise D’Ignazio is a television producer best known for her leadership role behind the MSNBC news and politics program "All In with Chris Hayes."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Denise D’Ignazio Target entity description: Denise D’Ignazio is a television producer best known for her leadership role behind the MSNBC news and politics program "All In with Chris Hayes."
-
A.
Cynthia Enloe
Cynthia Enloe is a prominent feminist scholar and writer best known for her influential work on gender, militarism, and international politics.
-
B.
Andrea Smith
Andrea Smith is a Native American scholar, activist, and author known for her work on Indigenous feminism, anti-violence organizing, and critiques of colonialism and racism.
-
C.
Joan W. Scott
Joan W. Scott is an influential American historian and feminist theorist renowned for her pioneering work on gender as a category of historical analysis.
-
D.
Joan Scott
Joan Scott was the wife of British statesman and former Prime Minister George Canning, known primarily for her role within this prominent political family in early 19th-century Britain.
-
E.
Paula Powers
Paula Powers is the rebellious young heiress protagonist of the 1977 road comedy film "Grand Theft Auto," who runs away to elope against her wealthy parents’ wishes.
- 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_69c008a80f748190ba3d07ffc81acb29 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05dc70ac481909fd1db0d69837eca |
completed | March 22, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c141b69c348190a4e530b7380b643f |
completed | March 23, 2026, 1:35 p.m. |
| NEDg | Description generation | batch_69c144384d508190952ff35c20ff7db1 |
completed | March 23, 2026, 1:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c144a2d800819090c351460c0826d1 |
completed | March 23, 2026, 1:48 p.m. |
Created at: March 22, 2026, 4:18 p.m.