Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007861

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000345

distance 0.219 · cross-district

#2 · Yavatmalcell 5000006426

distance 0.235 · cross-district

#3 · Chandrapurcell 4730007860

distance 0.244

#4 · Buldhanacell 4720002636

distance 0.248 · cross-district

#5 · Yavatmalcell 5000009518

distance 0.249 · cross-district

#6 · Yavatmalcell 5000007056

distance 0.256 · cross-district

#7 · Bhandaracell 4710000995

distance 0.258 · cross-district

#8 · Washimcell 4990002219

distance 0.275 · cross-district

#9 · Jalnacell 4790003879

distance 0.277 · cross-district

#10 · Gondiacell 4760003891

distance 0.281 · cross-district

#11 · Yavatmalcell 5000007582

distance 0.283 · cross-district

#12 · Beedcell 4700000931

distance 0.286 · cross-district

#13 · Chandrapurcell 4730004980

distance 0.288

#14 · Chandrapurcell 4730009126

distance 0.29

#15 · Buldhanacell 4720002875

distance 0.291 · cross-district

#16 · Nagpurcell 4840000816

distance 0.292 · cross-district

#17 · Bhandaracell 4710001662

distance 0.292 · cross-district

#18 · Wardhacell 4980000741

distance 0.293 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730007861}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.