Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009456

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000005941

distance 0.227 · cross-district

#2 · Yavatmalcell 5000006755

distance 0.241 · cross-district

#3 · Chandrapurcell 4730009516

distance 0.248

#4 · Yavatmalcell 5000005619

distance 0.252 · cross-district

#5 · Yavatmalcell 5000006226

distance 0.254 · cross-district

#6 · Nagpurcell 4840000236

distance 0.262 · cross-district

#7 · Yavatmalcell 5000007025

distance 0.264 · cross-district

#8 · Yavatmalcell 5000006774

distance 0.275 · cross-district

#9 · Yavatmalcell 5000007413

distance 0.281 · cross-district

#10 · Nagpurcell 4840003416

distance 0.285 · cross-district

#11 · Bhandaracell 4710000741

distance 0.286 · cross-district

#12 · Yavatmalcell 5000006513

distance 0.287 · cross-district

#13 · Yavatmalcell 5000005456

distance 0.295 · cross-district

#14 · Nagpurcell 4840006516

distance 0.296 · cross-district

#15 · Chandrapurcell 4730005746

distance 0.297

#16 · Nagpurcell 4840000198

distance 0.298 · cross-district

#17 · Yavatmalcell 5000005939

distance 0.3 · cross-district

#18 · Yavatmalcell 5000004772

distance 0.302 · 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":4730009456}}}'

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.