Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002189

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001583

distance 0.238

#2 · Gondiacell 4760000688

distance 0.296 · cross-district

#3 · Kolhapurcell 4800001704

distance 0.297

#4 · Wardhacell 4980003361

distance 0.307 · cross-district

#5 · Kolhapurcell 4800002476

distance 0.316

#6 · Wardhacell 4980003079

distance 0.316 · cross-district

#7 · Kolhapurcell 4800001648

distance 0.318

#8 · Ahmednagarcell 4660005862

distance 0.318 · cross-district

#9 · Wardhacell 4980002069

distance 0.32 · cross-district

#10 · Yavatmalcell 5000007348

distance 0.322 · cross-district

#11 · Buldhanacell 4720002750

distance 0.323 · cross-district

#12 · Ahmednagarcell 4660002004

distance 0.323 · cross-district

#13 · Gondiacell 4760000689

distance 0.325 · cross-district

#14 · Wardhacell 4980000734

distance 0.325 · cross-district

#15 · Ahmednagarcell 4660008968

distance 0.326 · cross-district

#16 · Ahmednagarcell 4660007553

distance 0.326 · cross-district

#17 · Jalnacell 4790004591

distance 0.328 · cross-district

#18 · Gadchirolicell 4750011838

distance 0.328 · 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":4800002189}}}'

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.