Triple
T4420926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Humanitarian Data Exchange |
E95093
|
entity |
| Predicate | supportsStandard |
P1587
|
FINISHED |
| Object |
Humanitarian Exchange Language
Humanitarian Exchange Language is a standardized data format designed to facilitate the sharing and interoperability of humanitarian crisis and response information across organizations and systems.
|
E437573
|
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: Humanitarian Exchange Language | Statement: [Humanitarian Data Exchange, supportsStandard, Humanitarian Exchange Language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Humanitarian Exchange Language Context triple: [Humanitarian Data Exchange, supportsStandard, Humanitarian Exchange Language]
-
A.
Translations Through Speakers
Translations Through Speakers is Jon Bellion’s debut mixtape, blending pop, hip-hop, and electronic influences into a concept-driven, self-produced project that helped establish his signature sound.
-
B.
Limba
The Limba are one of the largest and oldest indigenous ethnic groups in Sierra Leone, known for their distinct language, cultural traditions, and historical role in the country’s northern regions.
-
C.
Rote languages
Rote languages are a group of closely related Austronesian languages spoken primarily on Rote Island and nearby areas in southeastern Indonesia.
-
D.
Voltaic languages
Voltaic languages are a branch of the Niger-Congo language family spoken primarily in West Africa, especially in countries like Burkina Faso, Ghana, and Togo.
-
E.
MSA languages
MSA languages are a group of closely related Semitic languages spoken in parts of Yemen and Oman, distinct from both Arabic and the ancient South Arabian languages.
- 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: Humanitarian Exchange Language Triple: [Humanitarian Data Exchange, supportsStandard, Humanitarian Exchange Language]
Generated description
Humanitarian Exchange Language is a standardized data format designed to facilitate the sharing and interoperability of humanitarian crisis and response information across organizations and systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Humanitarian Exchange Language Target entity description: Humanitarian Exchange Language is a standardized data format designed to facilitate the sharing and interoperability of humanitarian crisis and response information across organizations and systems.
-
A.
Translations Through Speakers
Translations Through Speakers is Jon Bellion’s debut mixtape, blending pop, hip-hop, and electronic influences into a concept-driven, self-produced project that helped establish his signature sound.
-
B.
Limba
The Limba are one of the largest and oldest indigenous ethnic groups in Sierra Leone, known for their distinct language, cultural traditions, and historical role in the country’s northern regions.
-
C.
Rote languages
Rote languages are a group of closely related Austronesian languages spoken primarily on Rote Island and nearby areas in southeastern Indonesia.
-
D.
Voltaic languages
Voltaic languages are a branch of the Niger-Congo language family spoken primarily in West Africa, especially in countries like Burkina Faso, Ghana, and Togo.
-
E.
MSA languages
MSA languages are a group of closely related Semitic languages spoken in parts of Yemen and Oman, distinct from both Arabic and the ancient South Arabian languages.
- 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_69b3453a36908190b95a79a297ca083c |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35521e020819099e72b9e2ccbd36d |
completed | March 13, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f62715748190abceb14396ad637d |
completed | March 14, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_69b5f6d4bb84819081512aec6b49507b |
completed | March 15, 2026, 12:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5f7887cb08190bf498eefc3627bfa |
completed | March 15, 2026, 12:04 a.m. |
Created at: March 12, 2026, 11:30 p.m.