Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006171

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

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000923

distance 0.214

#2 · Chandrapurcell 4730000610

distance 0.225

#3 · Chandrapurcell 4730000696

distance 0.228

#4 · Chandrapurcell 4730000779

distance 0.23

#5 · Gondiacell 4760000129

distance 0.248 · cross-district

#6 · Nagpurcell 4840000570

distance 0.25 · cross-district

#7 · Chandrapurcell 4730000861

distance 0.257

#8 · Chandrapurcell 4730000609

distance 0.26

#9 · Nagpurcell 4840001251

distance 0.263 · cross-district

#10 · Jalgaoncell 4780000062

distance 0.267 · cross-district

#11 · Yavatmalcell 5000007031

distance 0.279 · cross-district

#12 · Chandrapurcell 4730001308

distance 0.279

#13 · Akolacell 4670000009

distance 0.28 · cross-district

#14 · Jalgaoncell 4780009135

distance 0.28 · cross-district

#15 · Chandrapurcell 4730006086

distance 0.282

#16 · Chandrapurcell 4730001109

distance 0.289

#17 · Chandrapurcell 4730006629

distance 0.291

#18 · Gadchirolicell 4750003653

distance 0.293 · 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":4730006171}}}'

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.