Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004421

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.419

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007974

distance 0.419 · cross-district

#2 · Kolhapurcell 4800002293

distance 0.468

#3 · Laturcell 4810002016

distance 0.471 · cross-district

#4 · Kolhapurcell 4800004510

distance 0.473

#5 · Nagpurcell 4840003861

distance 0.511 · cross-district

#6 · Yavatmalcell 5000003088

distance 0.516 · cross-district

#7 · Kolhapurcell 4800004512

distance 0.522

#8 · Nagpurcell 4840003766

distance 0.534 · cross-district

#9 · Amravaticell 4680009168

distance 0.54 · cross-district

#10 · Dharashivcell 4880002343

distance 0.545 · cross-district

#11 · Akolacell 4670001997

distance 0.55 · cross-district

#12 · Washimcell 4990001306

distance 0.556 · cross-district

#13 · Kolhapurcell 4800004443

distance 0.556

#14 · Solapurcell 4960005301

distance 0.56 · cross-district

#15 · Kolhapurcell 4800004339

distance 0.569

#16 · Kolhapurcell 4800004505

distance 0.573

#17 · Laturcell 4810003370

distance 0.58 · cross-district

#18 · Mumbai Suburbancell 4830000036

distance 0.585 · 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":4800004421}}}'

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.