Triple
T816563
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TensorFlow |
E17662
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
DistBelief
DistBelief was Google’s early large-scale distributed deep learning system that laid the groundwork for the development of TensorFlow.
|
E97079
|
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: DistBelief | Statement: [TensorFlow, predecessor, DistBelief]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DistBelief Context triple: [TensorFlow, predecessor, DistBelief]
-
A.
DIS
DIS is the stock ticker symbol for The Walt Disney Company, a major global entertainment and media conglomerate traded on the New York Stock Exchange.
-
B.
Doubt
Doubt is a 2008 drama film, adapted from John Patrick Shanley’s Pulitzer Prize-winning play, that explores themes of faith, morality, and suspicion within a 1960s Catholic school.
-
C.
De fide
De fide is a theological treatise by Ambrose of Milan that systematically defends and explains the Nicene Christian doctrine of the Trinity.
-
D.
Indeed
Indeed is a major global employment website that connects job seekers with employers through job listings, company reviews, and recruitment tools.
-
E.
Vérité
Vérité is a socially engaged novel by Émile Zola that denounces anti-Semitism and religious intolerance in France, inspired by the Dreyfus Affair.
- 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: DistBelief Triple: [TensorFlow, predecessor, DistBelief]
Generated description
DistBelief was Google’s early large-scale distributed deep learning system that laid the groundwork for the development of TensorFlow.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DistBelief Target entity description: DistBelief was Google’s early large-scale distributed deep learning system that laid the groundwork for the development of TensorFlow.
-
A.
DIS
DIS is the stock ticker symbol for The Walt Disney Company, a major global entertainment and media conglomerate traded on the New York Stock Exchange.
-
B.
Doubt
Doubt is a 2008 drama film, adapted from John Patrick Shanley’s Pulitzer Prize-winning play, that explores themes of faith, morality, and suspicion within a 1960s Catholic school.
-
C.
De fide
De fide is a theological treatise by Ambrose of Milan that systematically defends and explains the Nicene Christian doctrine of the Trinity.
-
D.
Indeed
Indeed is a major global employment website that connects job seekers with employers through job listings, company reviews, and recruitment tools.
-
E.
Vérité
Vérité is a socially engaged novel by Émile Zola that denounces anti-Semitism and religious intolerance in France, inspired by the Dreyfus Affair.
- 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_69a4937bcaac8190a322524ac6f45a5a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4ab621d2c819083f10bff4f66c482 |
completed | March 1, 2026, 9:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d8d1a448190be8494fa2776615a |
completed | March 3, 2026, 11:23 p.m. |
| NEDg | Description generation | batch_69a78bd0a1d48190907434a17853dfb1 |
completed | March 4, 2026, 1:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a78c3a57d88190a994ed44bcb2d8d1 |
completed | March 4, 2026, 1:34 a.m. |
Created at: March 1, 2026, 7:38 p.m.