Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004896

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.343

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002942

distance 0.343 · cross-district

#2 · Solapurcell 4960011054

distance 0.372 · cross-district

#3 · Kolhapurcell 4800004895

distance 0.385

#4 · Punecell 4900002801

distance 0.387 · cross-district

#5 · Solapurcell 4960010978

distance 0.388 · cross-district

#6 · Parbhanicell 4890002798

distance 0.394 · cross-district

#7 · Parbhanicell 4890001461

distance 0.395 · cross-district

#8 · Kolhapurcell 4800004811

distance 0.4

#9 · Punecell 4900001906

distance 0.404 · cross-district

#10 · Dharashivcell 4880002401

distance 0.407 · cross-district

#11 · Nandedcell 4850004003

distance 0.407 · cross-district

#12 · Beedcell 4700002228

distance 0.411 · cross-district

#13 · Punecell 4900002809

distance 0.411 · cross-district

#14 · Solapurcell 4960011738

distance 0.422 · cross-district

#15 · Nandedcell 4850004590

distance 0.429 · cross-district

#16 · Dharashivcell 4880005447

distance 0.43 · cross-district

#17 · Jalgaoncell 4780006839

distance 0.433 · cross-district

#18 · Laturcell 4810001740

distance 0.435 · 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":4800004896}}}'

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.