Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009571

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009626

distance 0.166

#2 · Yavatmalcell 5000007402

distance 0.169 · cross-district

#3 · Chandrapurcell 4730009628

distance 0.17

#4 · Chandrapurcell 4730009514

distance 0.173

#5 · Yavatmalcell 5000006491

distance 0.181 · cross-district

#6 · Nagpurcell 4840000078

distance 0.182 · cross-district

#7 · Chandrapurcell 4730009455

distance 0.186

#8 · Chandrapurcell 4730009454

distance 0.196

#9 · Nagpurcell 4840000169

distance 0.198 · cross-district

#10 · Nagpurcell 4840000234

distance 0.199 · cross-district

#11 · Chandrapurcell 4730009572

distance 0.202

#12 · Chandrapurcell 4730009406

distance 0.206

#13 · Gondiacell 4760000687

distance 0.206 · cross-district

#14 · Chandrapurcell 4730009676

distance 0.207

#15 · Chandrapurcell 4730009519

distance 0.21

#16 · Yavatmalcell 5000007012

distance 0.212 · cross-district

#17 · Nagpurcell 4840000199

distance 0.213 · cross-district

#18 · Nagpurcell 4840000118

distance 0.214 · 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":4730009571}}}'

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.