Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007777

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007682

distance 0.269

#2 · Bhandaracell 4710000351

distance 0.278 · cross-district

#3 · Yavatmalcell 5000002866

distance 0.288 · cross-district

#4 · Chandrapurcell 4730008431

distance 0.289

#5 · Wardhacell 4980000593

distance 0.297 · cross-district

#6 · Bhandaracell 4710000253

distance 0.299 · cross-district

#7 · Chandrapurcell 4730009254

distance 0.301

#8 · Amravaticell 4680010438

distance 0.304 · cross-district

#9 · Chandrapurcell 4730008624

distance 0.307

#10 · Gadchirolicell 4750010391

distance 0.307 · cross-district

#11 · Gadchirolicell 4750009875

distance 0.308 · cross-district

#12 · Chandrapurcell 4730009352

distance 0.31

#13 · Gadchirolicell 4750010833

distance 0.311 · cross-district

#14 · Wardhacell 4980002077

distance 0.312 · cross-district

#15 · Wardhacell 4980000647

distance 0.312 · cross-district

#16 · Nagpurcell 4840000063

distance 0.314 · cross-district

#17 · Gadchirolicell 4750011892

distance 0.315 · cross-district

#18 · Wardhacell 4980001750

distance 0.317 · 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":4730007777}}}'

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.