Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009410

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.054

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009585

distance 0.054

#2 · Nagpurcell 4840000468

distance 0.072 · cross-district

#3 · Chandrapurcell 4730009469

distance 0.086

#4 · Chandrapurcell 4730009637

distance 0.087

#5 · Chandrapurcell 4730009587

distance 0.111

#6 · Nagpurcell 4840000289

distance 0.115 · cross-district

#7 · Chandrapurcell 4730009635

distance 0.121

#8 · Nagpurcell 4840000187

distance 0.124 · cross-district

#9 · Chandrapurcell 4730009717

distance 0.129

#10 · Nagpurcell 4840000124

distance 0.135 · cross-district

#11 · Nagpurcell 4840000327

distance 0.136 · cross-district

#12 · Nagpurcell 4840000332

distance 0.143 · cross-district

#13 · Chandrapurcell 4730009734

distance 0.145

#14 · Chandrapurcell 4730009682

distance 0.151

#15 · Nagpurcell 4840000285

distance 0.152 · cross-district

#16 · Chandrapurcell 4730009414

distance 0.154

#17 · Nagpurcell 4840000106

distance 0.154 · cross-district

#18 · Chandrapurcell 4730009718

distance 0.155

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":4730009410}}}'

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.