Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002595

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.387

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002597

distance 0.387

#2 · Dhulecell 4740003827

distance 0.391 · cross-district

#3 · Kolhapurcell 4800002599

distance 0.399

#4 · Kolhapurcell 4800002548

distance 0.402

#5 · Kolhapurcell 4800002551

distance 0.422

#6 · Ratnagiricell 4920000038

distance 0.436 · cross-district

#7 · Gadchirolicell 4750000960

distance 0.437 · cross-district

#8 · Palgharcell 6650000452

distance 0.459 · cross-district

#9 · Gadchirolicell 4750001965

distance 0.472 · cross-district

#10 · Punecell 4900007031

distance 0.473 · cross-district

#11 · Gadchirolicell 4750000728

distance 0.475 · cross-district

#12 · Gadchirolicell 4750000468

distance 0.478 · cross-district

#13 · Gadchirolicell 4750001495

distance 0.478 · cross-district

#14 · Kolhapurcell 4800004466

distance 0.479

#15 · Palgharcell 6650000411

distance 0.48 · cross-district

#16 · Kolhapurcell 4800003156

distance 0.481

#17 · Kolhapurcell 4800005569

distance 0.487

#18 · Palgharcell 6650003061

distance 0.487 · 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":4800002595}}}'

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.