Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002724

The MH-36 locality cells most similar to this Kolhapur 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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000634

distance 0.222 · cross-district

#2 · Kolhapurcell 4800006269

distance 0.234

#3 · Kolhapurcell 4800002870

distance 0.237

#4 · Kolhapurcell 4800002584

distance 0.254

#5 · Beedcell 4700004587

distance 0.259 · cross-district

#6 · Beedcell 4700005252

distance 0.261 · cross-district

#7 · Kolhapurcell 4800002734

distance 0.263

#8 · Kolhapurcell 4800002788

distance 0.272

#9 · Kolhapurcell 4800000658

distance 0.272

#10 · Beedcell 4700003897

distance 0.272 · cross-district

#11 · Kolhapurcell 4800002917

distance 0.275

#12 · Beedcell 4700004581

distance 0.28 · cross-district

#13 · Sataracell 4940003064

distance 0.282 · cross-district

#14 · Kolhapurcell 4800002582

distance 0.285

#15 · Kolhapurcell 4800003649

distance 0.287

#16 · Dhulecell 4740003301

distance 0.287 · cross-district

#17 · Nashikcell 4870012566

distance 0.289 · cross-district

#18 · Kolhapurcell 4800005998

distance 0.292

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":480,"cluster_id":4800002724}}}'

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.