Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008283

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000949

distance 0.249 · cross-district

#2 · Wardhacell 4980002022

distance 0.266 · cross-district

#3 · Yavatmalcell 5000007996

distance 0.266 · cross-district

#4 · Wardhacell 4980000238

distance 0.279 · cross-district

#5 · Jalgaoncell 4780003177

distance 0.3 · cross-district

#6 · Wardhacell 4980000548

distance 0.301 · cross-district

#7 · Wardhacell 4980001047

distance 0.304 · cross-district

#8 · Wardhacell 4980002166

distance 0.31 · cross-district

#9 · Bhandaracell 4710001695

distance 0.322 · cross-district

#10 · Chandrapurcell 4730003951

distance 0.324

#11 · Gondiacell 4760004005

distance 0.327 · cross-district

#12 · Gondiacell 4760002202

distance 0.338 · cross-district

#13 · Ahmednagarcell 4660012367

distance 0.339 · cross-district

#14 · Gondiacell 4760001036

distance 0.341 · cross-district

#15 · Chandrapurcell 4730008007

distance 0.344

#16 · Yavatmalcell 5000006953

distance 0.345 · cross-district

#17 · Bhandaracell 4710001715

distance 0.346 · cross-district

#18 · Gadchirolicell 4750009009

distance 0.346 · 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":4730008283}}}'

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.