Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005133

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005132

distance 0.105

#2 · Chandrapurcell 4730004652

distance 0.109

#3 · Chandrapurcell 4730004752

distance 0.136

#4 · Chandrapurcell 4730005329

distance 0.15

#5 · Chandrapurcell 4730006761

distance 0.15

#6 · Chandrapurcell 4730006785

distance 0.174

#7 · Bhandaracell 4710000558

distance 0.178 · cross-district

#8 · Chandrapurcell 4730005764

distance 0.182

#9 · Chandrapurcell 4730006873

distance 0.183

#10 · Chandrapurcell 4730005428

distance 0.184

#11 · Bhandaracell 4710000206

distance 0.189 · cross-district

#12 · Bhandaracell 4710000605

distance 0.192 · cross-district

#13 · Chandrapurcell 4730004938

distance 0.195

#14 · Chandrapurcell 4730004661

distance 0.196

#15 · Gondiacell 4760000040

distance 0.198 · cross-district

#16 · Chandrapurcell 4730004762

distance 0.2

#17 · Chandrapurcell 4730004847

distance 0.204

#18 · Chandrapurcell 4730007009

distance 0.204

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":4730005133}}}'

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.