Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002515

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002187

distance 0.155

#2 · Chandrapurcell 4730002118

distance 0.175

#3 · Nagpurcell 4840004187

distance 0.182 · cross-district

#4 · Chandrapurcell 4730000886

distance 0.187

#5 · Chandrapurcell 4730001627

distance 0.189

#6 · Chandrapurcell 4730001797

distance 0.191

#7 · Nagpurcell 4840000830

distance 0.192 · cross-district

#8 · Nagpurcell 4840001139

distance 0.202 · cross-district

#9 · Bhandaracell 4710002758

distance 0.204 · cross-district

#10 · Chandrapurcell 4730001714

distance 0.205

#11 · Nagpurcell 4840002200

distance 0.205 · cross-district

#12 · Nagpurcell 4840004309

distance 0.206 · cross-district

#13 · Nagpurcell 4840001062

distance 0.207 · cross-district

#14 · Chandrapurcell 4730000298

distance 0.21

#15 · Jalgaoncell 4780006964

distance 0.213 · cross-district

#16 · Chandrapurcell 4730001143

distance 0.214

#17 · Chandrapurcell 4730003491

distance 0.216

#18 · Nagpurcell 4840005618

distance 0.216 · 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":4730002515}}}'

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.