Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003939

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004634

distance 0.223

#2 · Kolhapurcell 4800005149

distance 0.225

#3 · Kolhapurcell 4800004638

distance 0.247

#4 · Kolhapurcell 4800004130

distance 0.252

#5 · Parbhanicell 4890001870

distance 0.268 · cross-district

#6 · Ahmednagarcell 4660012815

distance 0.271 · cross-district

#7 · Kolhapurcell 4800001669

distance 0.277

#8 · Solapurcell 4960011649

distance 0.28 · cross-district

#9 · Sanglicell 4930001294

distance 0.286 · cross-district

#10 · Ahmednagarcell 4660011735

distance 0.288 · cross-district

#11 · Sanglicell 4930003408

distance 0.288 · cross-district

#12 · Ahmednagarcell 4660005997

distance 0.293 · cross-district

#13 · Ahmednagarcell 4660009644

distance 0.294 · cross-district

#14 · Nandedcell 4850004267

distance 0.296 · cross-district

#15 · Buldhanacell 4720007743

distance 0.298 · cross-district

#16 · Laturcell 4810002367

distance 0.3 · cross-district

#17 · Dharashivcell 4880006031

distance 0.3 · cross-district

#18 · Dharashivcell 4880000281

distance 0.302 · 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":4800003939}}}'

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.