Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009439

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.049

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009550

distance 0.049

#2 · Bhandaracell 4710000050

distance 0.052 · cross-district

#3 · Chandrapurcell 4730009493

distance 0.054

#4 · Bhandaracell 4710000089

distance 0.059 · cross-district

#5 · Bhandaracell 4710000090

distance 0.065 · cross-district

#6 · Bhandaracell 4710000182

distance 0.082 · cross-district

#7 · Bhandaracell 4710000028

distance 0.085 · cross-district

#8 · Bhandaracell 4710000009

distance 0.094 · cross-district

#9 · Chandrapurcell 4730009551

distance 0.102

#10 · Bhandaracell 4710000049

distance 0.108 · cross-district

#11 · Bhandaracell 4710000003

distance 0.12 · cross-district

#12 · Chandrapurcell 4730009498

distance 0.121

#13 · Bhandaracell 4710000062

distance 0.137 · cross-district

#14 · Chandrapurcell 4730008594

distance 0.138

#15 · Bhandaracell 4710000022

distance 0.139 · cross-district

#16 · Chandrapurcell 4730007787

distance 0.141

#17 · Bhandaracell 4710000018

distance 0.142 · cross-district

#18 · Chandrapurcell 4730009490

distance 0.143

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":4730009439}}}'

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.