Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002052

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

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001883

distance 0.265

#2 · Kolhapurcell 4800002158

distance 0.267

#3 · Kolhapurcell 4800002106

distance 0.285

#4 · Kolhapurcell 4800001998

distance 0.308

#5 · Kolhapurcell 4800002393

distance 0.31

#6 · Sataracell 4940001468

distance 0.312 · cross-district

#7 · Beedcell 4700004372

distance 0.315 · cross-district

#8 · Kolhapurcell 4800002252

distance 0.317

#9 · Sataracell 4940000395

distance 0.318 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690004182

distance 0.323 · cross-district

#11 · Kolhapurcell 4800002053

distance 0.325

#12 · Kolhapurcell 4800001771

distance 0.328

#13 · Kolhapurcell 4800001996

distance 0.328

#14 · Chhatrapati Sambhajinagarcell 4690003917

distance 0.329 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690008603

distance 0.329 · cross-district

#16 · Sataracell 4940000574

distance 0.331 · cross-district

#17 · Sanglicell 4930004489

distance 0.332 · cross-district

#18 · Kolhapurcell 4800001887

distance 0.333

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":4800002052}}}'

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.