Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001955

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

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000997

distance 0.228

#2 · Chandrapurcell 4730000479

distance 0.236

#3 · Chandrapurcell 4730001964

distance 0.252

#4 · Chandrapurcell 4730000724

distance 0.26

#5 · Chandrapurcell 4730000996

distance 0.265

#6 · Chandrapurcell 4730002329

distance 0.27

#7 · Chandrapurcell 4730003486

distance 0.277

#8 · Chandrapurcell 4730002195

distance 0.278

#9 · Chandrapurcell 4730001876

distance 0.279

#10 · Chandrapurcell 4730002481

distance 0.282

#11 · Chandrapurcell 4730002591

distance 0.283

#12 · Chandrapurcell 4730001091

distance 0.284

#13 · Chandrapurcell 4730000559

distance 0.285

#14 · Chandrapurcell 4730003479

distance 0.285

#15 · Nagpurcell 4840003608

distance 0.285 · cross-district

#16 · Chandrapurcell 4730002328

distance 0.286

#17 · Chandrapurcell 4730002325

distance 0.29

#18 · Yavatmalcell 5000003959

distance 0.29 · 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":4730001955}}}'

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.