Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004022

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 13 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.28

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003117

distance 0.28 · cross-district

#2 · Solapurcell 4960005651

distance 0.294 · cross-district

#3 · Kolhapurcell 4800004256

distance 0.299

#4 · Nandedcell 4850005199

distance 0.306 · cross-district

#5 · Yavatmalcell 5000009882

distance 0.317 · cross-district

#6 · Sanglicell 4930000295

distance 0.32 · cross-district

#7 · Kolhapurcell 4800004345

distance 0.32

#8 · Jalnacell 4790003302

distance 0.33 · cross-district

#9 · Parbhanicell 4890003226

distance 0.333 · cross-district

#10 · Sanglicell 4930000467

distance 0.335 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002801

distance 0.337 · cross-district

#12 · Laturcell 4810003421

distance 0.338 · cross-district

#13 · Jalgaoncell 4780005890

distance 0.338 · cross-district

#14 · Nagpurcell 4840002622

distance 0.339 · cross-district

#15 · Dharashivcell 4880000915

distance 0.346 · cross-district

#16 · Ahmednagarcell 4660011740

distance 0.346 · cross-district

#17 · Solapurcell 4960003885

distance 0.358 · cross-district

#18 · Laturcell 4810001913

distance 0.358 · 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":4800004022}}}'

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.