Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005008

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.043

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004627

distance 0.043

#2 · Chandrapurcell 4730004730

distance 0.068

#3 · Chandrapurcell 4730005531

distance 0.132

#4 · Chandrapurcell 4730005102

distance 0.143

#5 · Chandrapurcell 4730006877

distance 0.145

#6 · Chandrapurcell 4730005851

distance 0.154

#7 · Chandrapurcell 4730005002

distance 0.16

#8 · Chandrapurcell 4730006656

distance 0.166

#9 · Chandrapurcell 4730007219

distance 0.17

#10 · Chandrapurcell 4730007223

distance 0.174

#11 · Nagpurcell 4840000738

distance 0.185 · cross-district

#12 · Chandrapurcell 4730006564

distance 0.186

#13 · Bhandaracell 4710000694

distance 0.188 · cross-district

#14 · Chandrapurcell 4730004814

distance 0.189

#15 · Chandrapurcell 4730004624

distance 0.19

#16 · Chandrapurcell 4730005530

distance 0.191

#17 · Bhandaracell 4710000693

distance 0.191 · cross-district

#18 · Chandrapurcell 4730005196

distance 0.192

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":4730005008}}}'

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.