Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003938

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002100

distance 0.253 · cross-district

#2 · Dharashivcell 4880005407

distance 0.254 · cross-district

#3 · Washimcell 4990002224

distance 0.265 · cross-district

#4 · Hingolicell 4770000385

distance 0.269 · cross-district

#5 · Yavatmalcell 5000005877

distance 0.297 · cross-district

#6 · Amravaticell 4680006768

distance 0.299 · cross-district

#7 · Parbhanicell 4890000394

distance 0.3 · cross-district

#8 · Jalnacell 4790003640

distance 0.302 · cross-district

#9 · Dharashivcell 4880005398

distance 0.303 · cross-district

#10 · Ahmednagarcell 4660003968

distance 0.304 · cross-district

#11 · Washimcell 4990001498

distance 0.304 · cross-district

#12 · Parbhanicell 4890005273

distance 0.306 · cross-district

#13 · Sanglicell 4930000834

distance 0.309 · cross-district

#14 · Sanglicell 4930001317

distance 0.314 · cross-district

#15 · Hingolicell 4770001363

distance 0.324 · cross-district

#16 · Kolhapurcell 4800003654

distance 0.325

#17 · Kolhapurcell 4800005448

distance 0.326

#18 · Dharashivcell 4880002458

distance 0.326 · 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":4800003938}}}'

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.