Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006452

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 15 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.304

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750006894

distance 0.304 · cross-district

#2 · Jalgaoncell 4780007177

distance 0.313 · cross-district

#3 · Sataracell 4940000679

distance 0.331 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690001196

distance 0.332 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690002827

distance 0.335 · cross-district

#6 · Sataracell 4940000133

distance 0.338 · cross-district

#7 · Jalnacell 4790002245

distance 0.338 · cross-district

#8 · Buldhanacell 4720004744

distance 0.338 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690001903

distance 0.341 · cross-district

#10 · Nandedcell 4850000797

distance 0.342 · cross-district

#11 · Washimcell 4990002872

distance 0.342 · cross-district

#12 · Beedcell 4700007350

distance 0.344 · cross-district

#13 · Parbhanicell 4890002791

distance 0.346 · cross-district

#14 · Hingolicell 4770003134

distance 0.348 · cross-district

#15 · Laturcell 4810003879

distance 0.351 · cross-district

#16 · Chandrapurcell 4730004423

distance 0.354 · cross-district

#17 · Yavatmalcell 5000002671

distance 0.357 · cross-district

#18 · Dharashivcell 4880000474

distance 0.358 · 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":4800006452}}}'

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.