Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005586

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

0.044

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005585

distance 0.044

#2 · Chandrapurcell 4730006034

distance 0.064

#3 · Chandrapurcell 4730005918

distance 0.092

#4 · Chandrapurcell 4730006377

distance 0.092

#5 · Chandrapurcell 4730005919

distance 0.095

#6 · Chandrapurcell 4730005694

distance 0.099

#7 · Chandrapurcell 4730006359

distance 0.109

#8 · Chandrapurcell 4730005584

distance 0.12

#9 · Chandrapurcell 4730005372

distance 0.121

#10 · Chandrapurcell 4730006035

distance 0.123

#11 · Chandrapurcell 4730005579

distance 0.129

#12 · Chandrapurcell 4730005478

distance 0.139

#13 · Chandrapurcell 4730005479

distance 0.144

#14 · Chandrapurcell 4730006134

distance 0.146

#15 · Chandrapurcell 4730005578

distance 0.146

#16 · Yavatmalcell 5000008204

distance 0.158 · cross-district

#17 · Yavatmalcell 5000007423

distance 0.16 · cross-district

#18 · Chandrapurcell 4730006135

distance 0.162

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":4730005586}}}'

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.