Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004593

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

0.354

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004770

distance 0.354

#2 · Kolhapurcell 4800004941

distance 0.403

#3 · Chhatrapati Sambhajinagarcell 4690006512

distance 0.416 · cross-district

#4 · Yavatmalcell 5000003088

distance 0.416 · cross-district

#5 · Solapurcell 4960002858

distance 0.433 · cross-district

#6 · Dhulecell 4740005109

distance 0.435 · cross-district

#7 · Beedcell 4700003289

distance 0.442 · cross-district

#8 · Kolhapurcell 4800001844

distance 0.443

#9 · Ahmednagarcell 4660011988

distance 0.444 · cross-district

#10 · Laturcell 4810002016

distance 0.448 · cross-district

#11 · Nashikcell 4870006628

distance 0.455 · cross-district

#12 · Kolhapurcell 4800004251

distance 0.463

#13 · Washimcell 4990001207

distance 0.464 · cross-district

#14 · Akolacell 4670002341

distance 0.465 · cross-district

#15 · Nashikcell 4870003433

distance 0.472 · cross-district

#16 · Wardhacell 4980002458

distance 0.472 · cross-district

#17 · Dhulecell 4740005110

distance 0.483 · cross-district

#18 · Jalnacell 4790003874

distance 0.485 · 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":4800004593}}}'

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.