Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005142

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004710

distance 0.282

#2 · Kolhapurcell 4800004276

distance 0.297

#3 · Buldhanacell 4720006297

distance 0.311 · cross-district

#4 · Amravaticell 4680002686

distance 0.317 · cross-district

#5 · Kolhapurcell 4800004617

distance 0.325

#6 · Kolhapurcell 4800004802

distance 0.328

#7 · Jalgaoncell 4780005744

distance 0.332 · cross-district

#8 · Sataracell 4940000948

distance 0.359 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002800

distance 0.366 · cross-district

#10 · Sataracell 4940004346

distance 0.376 · cross-district

#11 · Punecell 4900001298

distance 0.381 · cross-district

#12 · Ahmednagarcell 4660004855

distance 0.383 · cross-district

#13 · Amravaticell 4680006743

distance 0.387 · cross-district

#14 · Akolacell 4670002000

distance 0.391 · cross-district

#15 · Kolhapurcell 4800001788

distance 0.406

#16 · Amravaticell 4680002783

distance 0.407 · cross-district

#17 · Solapurcell 4960011260

distance 0.408 · cross-district

#18 · Sataracell 4940004706

distance 0.412 · 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":4800005142}}}'

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.