Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008043

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000008984

distance 0.158 · cross-district

#2 · Chandrapurcell 4730007066

distance 0.159

#3 · Wardhacell 4980001632

distance 0.166 · cross-district

#4 · Yavatmalcell 5000010582

distance 0.17 · cross-district

#5 · Wardhacell 4980003323

distance 0.175 · cross-district

#6 · Wardhacell 4980001294

distance 0.185 · cross-district

#7 · Nagpurcell 4840004831

distance 0.192 · cross-district

#8 · Yavatmalcell 5000008500

distance 0.198 · cross-district

#9 · Yavatmalcell 5000009328

distance 0.206 · cross-district

#10 · Chandrapurcell 4730007740

distance 0.21

#11 · Wardhacell 4980002886

distance 0.213 · cross-district

#12 · Wardhacell 4980003631

distance 0.216 · cross-district

#13 · Yavatmalcell 5000009320

distance 0.218 · cross-district

#14 · Nagpurcell 4840004829

distance 0.222 · cross-district

#15 · Yavatmalcell 5000010138

distance 0.224 · cross-district

#16 · Yavatmalcell 5000010715

distance 0.225 · cross-district

#17 · Yavatmalcell 5000008881

distance 0.227 · cross-district

#18 · Nagpurcell 4840003985

distance 0.228 · 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":4730008043}}}'

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.