Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004253

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Dhulecell 4740001186

distance 0.313 · cross-district

#2 · Beedcell 4700001188

distance 0.325 · cross-district

#3 · Solapurcell 4960004905

distance 0.354 · cross-district

#4 · Nandedcell 4850005060

distance 0.361 · cross-district

#5 · Yavatmalcell 5000006271

distance 0.366 · cross-district

#6 · Kolhapurcell 4800004173

distance 0.376

#7 · Nagpurcell 4840003858

distance 0.385 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002905

distance 0.386 · cross-district

#9 · Chandrapurcell 4730003317

distance 0.402 · cross-district

#10 · Wardhacell 4980002770

distance 0.403 · cross-district

#11 · Nagpurcell 4840004393

distance 0.406 · cross-district

#12 · Jalnacell 4790003875

distance 0.406 · cross-district

#13 · Jalnacell 4790003786

distance 0.409 · cross-district

#14 · Nagpurcell 4840003296

distance 0.412 · cross-district

#15 · Yavatmalcell 5000009881

distance 0.414 · cross-district

#16 · Parbhanicell 4890003011

distance 0.417 · cross-district

#17 · Amravaticell 4680001111

distance 0.418 · cross-district

#18 · Chandrapurcell 4730003462

distance 0.424 · 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":4800004253}}}'

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.