Triple
T1871283
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borkou-Ennedi-Tibesti |
E39039
|
entity |
| Predicate | borderRegionOfChad |
P10768
|
FINISHED |
| Object |
Batha
Batha is a central region of Chad known for its semi-arid Sahelian landscape and traditional pastoralist communities.
|
E210221
|
NE FINISHED |
How this triple was built (5 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: Batha | Statement: [Borkou-Ennedi-Tibesti, borderRegionOfChad, Batha]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Batha Context triple: [Borkou-Ennedi-Tibesti, borderRegionOfChad, Batha]
-
A.
Baniata
Baniata is an Oceanic language of the Meso-Melanesian group spoken in the Solomon Islands.
-
B.
Bacavi
Bacavi is a traditional Hopi village located on the Hopi Reservation in northeastern Arizona.
-
C.
Ballana
Ballana is an important archaeological site in Lower Nubia known for its rich group of royal tumulus graves from the post-Meroitic period.
-
D.
Shabara
Shabara was an early Indian philosopher and commentator best known for his influential exegesis on the Purva Mimamsa school of Hindu philosophy.
-
E.
Bahir
Bahir is an early and influential mystical work of Jewish Kabbalah that explores esoteric interpretations of the Hebrew Bible and divine emanations.
- 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: Batha Triple: [Borkou-Ennedi-Tibesti, borderRegionOfChad, Batha]
Generated description
Batha is a central region of Chad known for its semi-arid Sahelian landscape and traditional pastoralist communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Batha Target entity description: Batha is a central region of Chad known for its semi-arid Sahelian landscape and traditional pastoralist communities.
-
A.
Baniata
Baniata is an Oceanic language of the Meso-Melanesian group spoken in the Solomon Islands.
-
B.
Bacavi
Bacavi is a traditional Hopi village located on the Hopi Reservation in northeastern Arizona.
-
C.
Ballana
Ballana is an important archaeological site in Lower Nubia known for its rich group of royal tumulus graves from the post-Meroitic period.
-
D.
Shabara
Shabara was an early Indian philosopher and commentator best known for his influential exegesis on the Purva Mimamsa school of Hindu philosophy.
-
E.
Bahir
Bahir is an early and influential mystical work of Jewish Kabbalah that explores esoteric interpretations of the Hebrew Bible and divine emanations.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: borderRegionOfChad Context triple: [Borkou-Ennedi-Tibesti, borderRegionOfChad, Batha]
-
A.
borderRegion
Indicates a region that lies along or near the boundary separating two distinct geographic or political areas.
-
B.
borderRegionOf
chosen
Indicates that one region lies along, touches, or forms part of the boundary of another region.
-
C.
countryBordering
Indicates that one country shares a land or maritime boundary directly with another country.
-
D.
borderedBy
Indicates that one entity shares a common boundary or edge with another entity.
-
E.
countryBorderDirection
Indicates the cardinal or relative direction in which one country lies in relation to the border it shares with another country.
- F. None of above.
Provenance (6 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_69a8862f7074819096afe7fe65e179e9 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb0f79fbc819085c54f3189a552d9 |
completed | March 7, 2026, 5 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf5419488190ad96110f6ac7111f |
completed | March 8, 2026, 8:43 p.m. |
| NEDg | Description generation | batch_69ade101a7b88190b5ecb05f650efb47 |
completed | March 8, 2026, 8:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ade17ec7a0819086a2da738eb8ab76 |
completed | March 8, 2026, 8:52 p.m. |
| PD | Predicate disambiguation | batch_69abafe2b56c81909e13d543982e6e13 |
completed | March 7, 2026, 4:56 a.m. |
Created at: March 4, 2026, 7:34 p.m.