Triple
T3418876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apache Software Foundation |
E72070
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Apache Incubator
Apache Incubator is the entry path and governance program through which new open-source projects are developed, mentored, and evaluated before becoming full Apache Software Foundation projects.
|
E358082
|
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: Apache Incubator | Statement: [Apache Software Foundation, hasProgram, Apache Incubator]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apache Incubator Context triple: [Apache Software Foundation, hasProgram, Apache Incubator]
-
A.
Apache Software Foundation
The Apache Software Foundation is a non-profit organization that oversees and supports a large ecosystem of open-source software projects, including the Apache HTTP Server and many other widely used tools and frameworks.
-
B.
Apache Oozie
Apache Oozie is a workflow scheduler system designed to manage and coordinate Hadoop jobs such as MapReduce, Pig, and Hive in complex data processing pipelines.
-
C.
Nednhi Apache
The Nednhi Apache were a nomadic band of the Chiricahua Apache people known for their resistance to Mexican and U.S. expansion in the 19th-century Southwest.
-
D.
Apache Storm
Apache Storm is a distributed real-time computation system designed for processing large streams of data with low latency and high fault tolerance.
-
E.
Apache
The Apache are a group of culturally related Native American peoples of the Southwestern United States, known for their distinct languages, nomadic traditions, and resistance to colonial expansion.
- 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: Apache Incubator Triple: [Apache Software Foundation, hasProgram, Apache Incubator]
Generated description
Apache Incubator is the entry path and governance program through which new open-source projects are developed, mentored, and evaluated before becoming full Apache Software Foundation projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Apache Incubator Target entity description: Apache Incubator is the entry path and governance program through which new open-source projects are developed, mentored, and evaluated before becoming full Apache Software Foundation projects.
-
A.
Apache Software Foundation
The Apache Software Foundation is a non-profit organization that oversees and supports a large ecosystem of open-source software projects, including the Apache HTTP Server and many other widely used tools and frameworks.
-
B.
Apache Oozie
Apache Oozie is a workflow scheduler system designed to manage and coordinate Hadoop jobs such as MapReduce, Pig, and Hive in complex data processing pipelines.
-
C.
Nednhi Apache
The Nednhi Apache were a nomadic band of the Chiricahua Apache people known for their resistance to Mexican and U.S. expansion in the 19th-century Southwest.
-
D.
Apache Storm
Apache Storm is a distributed real-time computation system designed for processing large streams of data with low latency and high fault tolerance.
-
E.
Apache
The Apache are a group of culturally related Native American peoples of the Southwestern United States, known for their distinct languages, nomadic traditions, and resistance to colonial expansion.
- 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_69ad85ad38e48190b7660c5118a35289 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb92df1e48190bbf22a47e44579f1 |
completed | March 8, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3546e710c8190a6b9523b77f6c893 |
completed | March 13, 2026, 12:03 a.m. |
| NEDg | Description generation | batch_69b3584f321c8190841a96be2a6713e1 |
completed | March 13, 2026, 12:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3591b7bc88190825dcd306541ae03 |
completed | March 13, 2026, 12:23 a.m. |
Created at: March 8, 2026, 3:15 p.m.