Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004176

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.032

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004084

distance 0.032

#2 · Chandrapurcell 4730003807

distance 0.047

#3 · Chandrapurcell 4730004271

distance 0.056

#4 · Chandrapurcell 4730003993

distance 0.059

#5 · Chandrapurcell 4730004088

distance 0.065

#6 · Chandrapurcell 4730004177

distance 0.067

#7 · Chandrapurcell 4730004273

distance 0.068

#8 · Chandrapurcell 4730004162

distance 0.069

#9 · Chandrapurcell 4730004354

distance 0.075

#10 · Chandrapurcell 4730004166

distance 0.078

#11 · Chandrapurcell 4730003630

distance 0.082

#12 · Chandrapurcell 4730004264

distance 0.085

#13 · Chandrapurcell 4730003792

distance 0.087

#14 · Chandrapurcell 4730003001

distance 0.088

#15 · Chandrapurcell 4730004358

distance 0.09

#16 · Chandrapurcell 4730002852

distance 0.092

#17 · Chandrapurcell 4730004275

distance 0.094

#18 · Chandrapurcell 4730003625

distance 0.094

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":4730004176}}}'

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.