Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008230

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.067

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008229

distance 0.067

#2 · Wardhacell 4980000408

distance 0.074 · cross-district

#3 · Wardhacell 4980001184

distance 0.078 · cross-district

#4 · Chandrapurcell 4730007294

distance 0.084

#5 · Wardhacell 4980000410

distance 0.088 · cross-district

#6 · Wardhacell 4980001010

distance 0.09 · cross-district

#7 · Wardhacell 4980000588

distance 0.093 · cross-district

#8 · Wardhacell 4980000653

distance 0.094 · cross-district

#9 · Wardhacell 4980001573

distance 0.096 · cross-district

#10 · Wardhacell 4980001002

distance 0.096 · cross-district

#11 · Wardhacell 4980001287

distance 0.101 · cross-district

#12 · Wardhacell 4980000595

distance 0.104 · cross-district

#13 · Chandrapurcell 4730007629

distance 0.104

#14 · Wardhacell 4980001003

distance 0.105 · cross-district

#15 · Wardhacell 4980002993

distance 0.108 · cross-district

#16 · Wardhacell 4980000222

distance 0.108 · cross-district

#17 · Yavatmalcell 5000003373

distance 0.108 · cross-district

#18 · Wardhacell 4980001192

distance 0.108 · 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":4730008230}}}'

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.