Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004172

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 11 distinct districts

Index confidence

0.9

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 · Jalnacell 4790004049

distance 0.222 · cross-district

#2 · Jalnacell 4790003963

distance 0.299 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690002802

distance 0.325 · cross-district

#4 · Solapurcell 4960004448

distance 0.354 · cross-district

#5 · Jalnacell 4790004048

distance 0.355 · cross-district

#6 · Kolhapurcell 4800004169

distance 0.356

#7 · Beedcell 4700008498

distance 0.369 · cross-district

#8 · Beedcell 4700003114

distance 0.386 · cross-district

#9 · Nagpurcell 4840003373

distance 0.39 · cross-district

#10 · Chandrapurcell 4730003115

distance 0.394 · cross-district

#11 · Dharashivcell 4880003128

distance 0.409 · cross-district

#12 · Yavatmalcell 5000009766

distance 0.409 · cross-district

#13 · Kolhapurcell 4800004275

distance 0.413

#14 · Beedcell 4700001328

distance 0.414 · cross-district

#15 · Nandedcell 4850002802

distance 0.418 · cross-district

#16 · Hingolicell 4770000170

distance 0.419 · cross-district

#17 · Nagpurcell 4840004282

distance 0.422 · cross-district

#18 · Nandedcell 4850005061

distance 0.428 · 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":480,"cluster_id":4800004172}}}'

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.