Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003190

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.325

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002750

distance 0.325

#2 · Ratnagiricell 4920003641

distance 0.332 · cross-district

#3 · Ratnagiricell 4920003920

distance 0.354 · cross-district

#4 · Ratnagiricell 4920003410

distance 0.371 · cross-district

#5 · Ratnagiricell 4920000911

distance 0.371 · cross-district

#6 · Ratnagiricell 4920006748

distance 0.376 · cross-district

#7 · Ratnagiricell 4920001093

distance 0.376 · cross-district

#8 · Ratnagiricell 4920002973

distance 0.38 · cross-district

#9 · Raigadcell 4910002423

distance 0.384 · cross-district

#10 · Kolhapurcell 4800003232

distance 0.386

#11 · Kolhapurcell 4800003691

distance 0.387

#12 · Kolhapurcell 4800004907

distance 0.399

#13 · Ratnagiricell 4920001062

distance 0.411 · cross-district

#14 · Ratnagiricell 4920003686

distance 0.414 · cross-district

#15 · Nashikcell 4870009174

distance 0.414 · cross-district

#16 · Raigadcell 4910002189

distance 0.416 · cross-district

#17 · Ratnagiricell 4920001372

distance 0.416 · cross-district

#18 · Raigadcell 4910002094

distance 0.417 · 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":4800003190}}}'

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.