Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009463

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009406

distance 0.125

#2 · Yavatmalcell 5000007276

distance 0.152 · cross-district

#3 · Nagpurcell 4840000170

distance 0.164 · cross-district

#4 · Bhandaracell 4710000774

distance 0.165 · cross-district

#5 · Yavatmalcell 5000007535

distance 0.176 · cross-district

#6 · Yavatmalcell 5000006619

distance 0.181 · cross-district

#7 · Yavatmalcell 5000007014

distance 0.182 · cross-district

#8 · Chandrapurcell 4730009634

distance 0.193

#9 · Nagpurcell 4840000198

distance 0.193 · cross-district

#10 · Nagpurcell 4840000171

distance 0.194 · cross-district

#11 · Yavatmalcell 5000007418

distance 0.194 · cross-district

#12 · Yavatmalcell 5000007165

distance 0.199 · cross-district

#13 · Yavatmalcell 5000007401

distance 0.202 · cross-district

#14 · Yavatmalcell 5000004778

distance 0.209 · cross-district

#15 · Yavatmalcell 5000006748

distance 0.21 · cross-district

#16 · Yavatmalcell 5000006749

distance 0.211 · cross-district

#17 · Yavatmalcell 5000007156

distance 0.212 · cross-district

#18 · Yavatmalcell 5000007012

distance 0.212 · 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":4730009463}}}'

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.