Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005318

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.372

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004283

distance 0.372

#2 · Kolhapurcell 4800004290

distance 0.386

#3 · Kolhapurcell 4800003891

distance 0.389

#4 · Kolhapurcell 4800005146

distance 0.393

#5 · Jalgaoncell 4780007869

distance 0.399 · cross-district

#6 · Kolhapurcell 4800004190

distance 0.402

#7 · Kolhapurcell 4800003737

distance 0.412

#8 · Kolhapurcell 4800004365

distance 0.414

#9 · Ahmednagarcell 4660000308

distance 0.415 · cross-district

#10 · Punecell 4900000525

distance 0.417 · cross-district

#11 · Kolhapurcell 4800005145

distance 0.418

#12 · Sataracell 4940000325

distance 0.418 · cross-district

#13 · Jalgaoncell 4780007487

distance 0.429 · cross-district

#14 · Punecell 4900000473

distance 0.431 · cross-district

#15 · Kolhapurcell 4800005321

distance 0.431

#16 · Jalgaoncell 4780007235

distance 0.437 · cross-district

#17 · Kolhapurcell 4800005132

distance 0.438

#18 · Jalgaoncell 4780008546

distance 0.439 · 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":4800005318}}}'

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.