Triple
T15511880
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Christopher Manning |
E368728
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Stanford CoreNLP
Stanford CoreNLP is a widely used, open-source natural language processing toolkit that provides a broad range of linguistic analysis tools such as tokenization, parsing, and named entity recognition.
|
E1160177
|
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: Stanford CoreNLP | Statement: [Christopher Manning, knownFor, Stanford CoreNLP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stanford CoreNLP Context triple: [Christopher Manning, knownFor, Stanford CoreNLP]
-
A.
AllenNLP
AllenNLP is an open-source natural language processing research library built on PyTorch, designed to facilitate the development and evaluation of state-of-the-art NLP models.
-
B.
NLU
NLU is the IATA airport code for Felipe Ángeles International Airport, a major commercial airport serving the Mexico City metropolitan area.
-
C.
UIMA
UIMA is a Chicago-based cultural institution dedicated to exhibiting and promoting modern and contemporary Ukrainian and international art.
-
D.
Google Natural Language API
Google Natural Language API is a cloud-based service that uses machine learning to analyze and understand text, offering features like sentiment analysis, entity recognition, syntax parsing, and content classification.
-
E.
AllenNLP research
AllenNLP research is a natural language processing research program focused on developing state-of-the-art models, tools, and methodologies for understanding and generating human language.
- 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: Stanford CoreNLP Triple: [Christopher Manning, knownFor, Stanford CoreNLP]
Generated description
Stanford CoreNLP is a widely used, open-source natural language processing toolkit that provides a broad range of linguistic analysis tools such as tokenization, parsing, and named entity recognition.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stanford CoreNLP Target entity description: Stanford CoreNLP is a widely used, open-source natural language processing toolkit that provides a broad range of linguistic analysis tools such as tokenization, parsing, and named entity recognition.
-
A.
AllenNLP
AllenNLP is an open-source natural language processing research library built on PyTorch, designed to facilitate the development and evaluation of state-of-the-art NLP models.
-
B.
NLU
NLU is the IATA airport code for Felipe Ángeles International Airport, a major commercial airport serving the Mexico City metropolitan area.
-
C.
UIMA
UIMA is a Chicago-based cultural institution dedicated to exhibiting and promoting modern and contemporary Ukrainian and international art.
-
D.
Google Natural Language API
Google Natural Language API is a cloud-based service that uses machine learning to analyze and understand text, offering features like sentiment analysis, entity recognition, syntax parsing, and content classification.
-
E.
AllenNLP research
AllenNLP research is a natural language processing research program focused on developing state-of-the-art models, tools, and methodologies for understanding and generating human language.
- 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_69d85a1794cc8190b0b428716296e63e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e04030c0208190a1931ea130075603 |
completed | April 16, 2026, 1:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3671a4448190b81edae6ff2669a7 |
completed | May 9, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_69ff3725d74081908603d9970857c8b6 |
completed | May 9, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff37ce835c81909d4538fa4cbfe91f |
completed | May 9, 2026, 1:34 p.m. |
Created at: April 10, 2026, 3:56 a.m.