Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001021

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000604

distance 0.117

#2 · Chandrapurcell 4730000677

distance 0.128

#3 · Chandrapurcell 4730000681

distance 0.129

#4 · Chandrapurcell 4730001023

distance 0.129

#5 · Chandrapurcell 4730000680

distance 0.136

#6 · Chandrapurcell 4730001214

distance 0.141

#7 · Chandrapurcell 4730000596

distance 0.141

#8 · Chandrapurcell 4730001022

distance 0.141

#9 · Chandrapurcell 4730000770

distance 0.151

#10 · Chandrapurcell 4730000761

distance 0.151

#11 · Chandrapurcell 4730001032

distance 0.152

#12 · Chandrapurcell 4730000600

distance 0.155

#13 · Chandrapurcell 4730000601

distance 0.165

#14 · Chandrapurcell 4730000595

distance 0.166

#15 · Gadchirolicell 4750005391

distance 0.167 · cross-district

#16 · Nagpurcell 4840007025

distance 0.173 · cross-district

#17 · Nagpurcell 4840008236

distance 0.175 · cross-district

#18 · Chandrapurcell 4730000765

distance 0.177

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":4730001021}}}'

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.