Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003571

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003905

distance 0.079

#2 · Chandrapurcell 4730004183

distance 0.097

#3 · Chandrapurcell 4730004090

distance 0.108

#4 · Chandrapurcell 4730006674

distance 0.116

#5 · Chandrapurcell 4730005101

distance 0.117

#6 · Chandrapurcell 4730006561

distance 0.118

#7 · Chandrapurcell 4730006791

distance 0.118

#8 · Chandrapurcell 4730004276

distance 0.119

#9 · Chandrapurcell 4730006565

distance 0.12

#10 · Chandrapurcell 4730006896

distance 0.121

#11 · Chandrapurcell 4730005427

distance 0.121

#12 · Chandrapurcell 4730006562

distance 0.122

#13 · Chandrapurcell 4730006680

distance 0.122

#14 · Chandrapurcell 4730002925

distance 0.122

#15 · Chandrapurcell 4730004082

distance 0.123

#16 · Chandrapurcell 4730002923

distance 0.123

#17 · Chandrapurcell 4730005006

distance 0.123

#18 · Chandrapurcell 4730004624

distance 0.123

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":4730003571}}}'

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.