Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004630

The MH-36 locality cells most similar to this Sangli 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 6 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.336

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004631

distance 0.336

#2 · Gadchirolicell 4750000214

distance 0.463 · cross-district

#3 · Nagpurcell 4840001052

distance 0.48 · cross-district

#4 · Nagpurcell 4840008583

distance 0.484 · cross-district

#5 · Gadchirolicell 4750000108

distance 0.505 · cross-district

#6 · Kolhapurcell 4800006450

distance 0.506 · cross-district

#7 · Gadchirolicell 4750000251

distance 0.517 · cross-district

#8 · Kolhapurcell 4800002325

distance 0.522 · cross-district

#9 · Gadchirolicell 4750000585

distance 0.531 · cross-district

#10 · Thanecell 4970002992

distance 0.532 · cross-district

#11 · Gadchirolicell 4750000180

distance 0.541 · cross-district

#12 · Gadchirolicell 4750000426

distance 0.55 · cross-district

#13 · Sanglicell 4930004487

distance 0.552

#14 · Chandrapurcell 4730005111

distance 0.56 · cross-district

#15 · Gadchirolicell 4750000153

distance 0.561 · cross-district

#16 · Chandrapurcell 4730005401

distance 0.563 · cross-district

#17 · Gadchirolicell 4750000547

distance 0.57 · cross-district

#18 · Kolhapurcell 4800002549

distance 0.582 · 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":493,"cluster_id":4930004630}}}'

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.