Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005892

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004792

distance 0.198

#2 · Chandrapurcell 4730004694

distance 0.234

#3 · Chandrapurcell 4730004598

distance 0.234

#4 · Chandrapurcell 4730004695

distance 0.236

#5 · Gondiacell 4760000468

distance 0.246 · cross-district

#6 · Chandrapurcell 4730004978

distance 0.256

#7 · Chandrapurcell 4730004885

distance 0.257

#8 · Chandrapurcell 4730007894

distance 0.257

#9 · Chandrapurcell 4730005170

distance 0.26

#10 · Chandrapurcell 4730004958

distance 0.262

#11 · Chandrapurcell 4730003592

distance 0.268

#12 · Bhandaracell 4710000211

distance 0.268 · cross-district

#13 · Chandrapurcell 4730005366

distance 0.27

#14 · Yavatmalcell 5000007857

distance 0.274 · cross-district

#15 · Chandrapurcell 4730004696

distance 0.275

#16 · Chandrapurcell 4730007675

distance 0.278

#17 · Chandrapurcell 4730005574

distance 0.278

#18 · Chandrapurcell 4730002748

distance 0.278

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":4730005892}}}'

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.