Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003621

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.042

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004248

distance 0.042

#2 · Chandrapurcell 4730002769

distance 0.07

#3 · Chandrapurcell 4730002770

distance 0.07

#4 · Chandrapurcell 4730004343

distance 0.072

#5 · Chandrapurcell 4730003620

distance 0.074

#6 · Chandrapurcell 4730003051

distance 0.077

#7 · Chandrapurcell 4730003121

distance 0.083

#8 · Chandrapurcell 4730002840

distance 0.092

#9 · Chandrapurcell 4730002839

distance 0.096

#10 · Chandrapurcell 4730003187

distance 0.097

#11 · Chandrapurcell 4730002705

distance 0.103

#12 · Chandrapurcell 4730002910

distance 0.111

#13 · Chandrapurcell 4730003050

distance 0.114

#14 · Chandrapurcell 4730003543

distance 0.116

#15 · Chandrapurcell 4730003119

distance 0.117

#16 · Chandrapurcell 4730003541

distance 0.119

#17 · Chandrapurcell 4730003120

distance 0.12

#18 · Chandrapurcell 4730002908

distance 0.125

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":4730003621}}}'

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.