Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009747

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000277

distance 0.122 · cross-district

#2 · Bhandaracell 4710000276

distance 0.139 · cross-district

#3 · Bhandaracell 4710000596

distance 0.162 · cross-district

#4 · Chandrapurcell 4730007453

distance 0.17

#5 · Chandrapurcell 4730009654

distance 0.177

#6 · Chandrapurcell 4730009700

distance 0.177

#7 · Chandrapurcell 4730009437

distance 0.178

#8 · Bhandaracell 4710000550

distance 0.185 · cross-district

#9 · Bhandaracell 4710000639

distance 0.186 · cross-district

#10 · Bhandaracell 4710000767

distance 0.199 · cross-district

#11 · Bhandaracell 4710000685

distance 0.202 · cross-district

#12 · Chandrapurcell 4730009496

distance 0.207

#13 · Bhandaracell 4710000363

distance 0.211 · cross-district

#14 · Chandrapurcell 4730009668

distance 0.213

#15 · Chandrapurcell 4730009436

distance 0.22

#16 · Chandrapurcell 4730009435

distance 0.22

#17 · Chandrapurcell 4730009500

distance 0.221

#18 · Bhandaracell 4710000640

distance 0.223 · 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":4730009747}}}'

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.