Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004330

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.297

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000257

distance 0.297 · cross-district

#2 · Sanglicell 4930000013

distance 0.328 · cross-district

#3 · Solapurcell 4960011182

distance 0.348 · cross-district

#4 · Sanglicell 4930000538

distance 0.354 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690003308

distance 0.355 · cross-district

#6 · Chandrapurcell 4730003116

distance 0.358 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690002892

distance 0.366 · cross-district

#8 · Sanglicell 4930000258

distance 0.39 · cross-district

#9 · Sanglicell 4930000404

distance 0.394 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002691

distance 0.399 · cross-district

#11 · Kolhapurcell 4800004167

distance 0.406

#12 · Washimcell 4990001308

distance 0.407 · cross-district

#13 · Yavatmalcell 5000003087

distance 0.408 · cross-district

#14 · Kolhapurcell 4800004790

distance 0.412

#15 · Dharashivcell 4880006012

distance 0.419 · cross-district

#16 · Wardhacell 4980002640

distance 0.419 · cross-district

#17 · Jalgaoncell 4780004695

distance 0.422 · cross-district

#18 · Dharashivcell 4880003079

distance 0.423 · 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":4800004330}}}'

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.