Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009404

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

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009405

distance 0.09

#2 · Bhandaracell 4710001205

distance 0.13 · cross-district

#3 · Bhandaracell 4710001249

distance 0.136 · cross-district

#4 · Bhandaracell 4710000853

distance 0.148 · cross-district

#5 · Chandrapurcell 4730009519

distance 0.148

#6 · Chandrapurcell 4730008658

distance 0.15

#7 · Chandrapurcell 4730007563

distance 0.162

#8 · Bhandaracell 4710000692

distance 0.163 · cross-district

#9 · Bhandaracell 4710000888

distance 0.165 · cross-district

#10 · Chandrapurcell 4730009454

distance 0.167

#11 · Chandrapurcell 4730009406

distance 0.169

#12 · Chandrapurcell 4730009340

distance 0.175

#13 · Gadchirolicell 4750009667

distance 0.175 · cross-district

#14 · Chandrapurcell 4730008464

distance 0.177

#15 · Bhandaracell 4710000687

distance 0.179 · cross-district

#16 · Bhandaracell 4710000775

distance 0.18 · cross-district

#17 · Bhandaracell 4710000929

distance 0.18 · cross-district

#18 · Bhandaracell 4710000736

distance 0.183 · 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":4730009404}}}'

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.