Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000045

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000068

distance 0.263

#2 · Kolhapurcell 4800000087

distance 0.327

#3 · Kolhapurcell 4800000259

distance 0.373

#4 · Kolhapurcell 4800000231

distance 0.374

#5 · Kolhapurcell 4800000230

distance 0.403

#6 · Kolhapurcell 4800000027

distance 0.434

#7 · Sindhudurgcell 4950000338

distance 0.453 · cross-district

#8 · Kolhapurcell 4800000112

distance 0.455

#9 · Kolhapurcell 4800000067

distance 0.458

#10 · Sindhudurgcell 4950000239

distance 0.467 · cross-district

#11 · Kolhapurcell 4800002599

distance 0.479

#12 · Kolhapurcell 4800004476

distance 0.482

#13 · Ratnagiricell 4920000007

distance 0.506 · cross-district

#14 · Kolhapurcell 4800002597

distance 0.51

#15 · Raigadcell 4910003197

distance 0.516 · cross-district

#16 · Punecell 4900007522

distance 0.517 · cross-district

#17 · Ratnagiricell 4920000038

distance 0.525 · cross-district

#18 · Punecell 4900006541

distance 0.54 · 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":4800000045}}}'

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.