Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004475

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004477

distance 0.218

#2 · Chandrapurcell 4730008683

distance 0.225

#3 · Chandrapurcell 4730005058

distance 0.236

#4 · Chandrapurcell 4730006352

distance 0.246

#5 · Chandrapurcell 4730007916

distance 0.252

#6 · Chandrapurcell 4730008421

distance 0.257

#7 · Chandrapurcell 4730007130

distance 0.257

#8 · Chandrapurcell 4730004866

distance 0.26

#9 · Chandrapurcell 4730008079

distance 0.262

#10 · Chandrapurcell 4730004121

distance 0.267

#11 · Chandrapurcell 4730007978

distance 0.269

#12 · Chandrapurcell 4730004586

distance 0.269

#13 · Gadchirolicell 4750009737

distance 0.273 · cross-district

#14 · Chandrapurcell 4730005150

distance 0.274

#15 · Chandrapurcell 4730006215

distance 0.274

#16 · Gadchirolicell 4750010188

distance 0.276 · cross-district

#17 · Chandrapurcell 4730007806

distance 0.28

#18 · Chandrapurcell 4730007772

distance 0.28

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":4730004475}}}'

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.