Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009432

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009667

distance 0.146

#2 · Bhandaracell 4710000797

distance 0.161 · cross-district

#3 · Bhandaracell 4710000576

distance 0.167 · cross-district

#4 · Chandrapurcell 4730009558

distance 0.183

#5 · Chandrapurcell 4730009616

distance 0.194

#6 · Chandrapurcell 4730009647

distance 0.199

#7 · Bhandaracell 4710000327

distance 0.2 · cross-district

#8 · Bhandaracell 4710000107

distance 0.208 · cross-district

#9 · Chandrapurcell 4730009430

distance 0.209

#10 · Chandrapurcell 4730008314

distance 0.213

#11 · Bhandaracell 4710000631

distance 0.224 · cross-district

#12 · Chandrapurcell 4730009754

distance 0.227

#13 · Bhandaracell 4710000715

distance 0.239 · cross-district

#14 · Chandrapurcell 4730009160

distance 0.241

#15 · Wardhacell 4980000358

distance 0.244 · cross-district

#16 · Chandrapurcell 4730008264

distance 0.244

#17 · Bhandaracell 4710000456

distance 0.245 · cross-district

#18 · Bhandaracell 4710000546

distance 0.246 · 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":4730009432}}}'

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.