Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005030

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

0.92

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 · Sanglicell 4930006001

distance 0.263 · cross-district

#2 · Kolhapurcell 4800005625

distance 0.268

#3 · Dharashivcell 4880003908

distance 0.271 · cross-district

#4 · Beedcell 4700007586

distance 0.272 · cross-district

#5 · Hingolicell 4770000190

distance 0.274 · cross-district

#6 · Ahmednagarcell 4660000739

distance 0.277 · cross-district

#7 · Kolhapurcell 4800005835

distance 0.283

#8 · Dharashivcell 4880004916

distance 0.285 · cross-district

#9 · Sanglicell 4930000829

distance 0.301 · cross-district

#10 · Jalgaoncell 4780003800

distance 0.302 · cross-district

#11 · Buldhanacell 4720001843

distance 0.304 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690007842

distance 0.305 · cross-district

#13 · Ahmednagarcell 4660007388

distance 0.305 · cross-district

#14 · Dharashivcell 4880000173

distance 0.306 · cross-district

#15 · Amravaticell 4680004853

distance 0.307 · cross-district

#16 · Jalgaoncell 4780003485

distance 0.307 · cross-district

#17 · Ahmednagarcell 4660001955

distance 0.31 · cross-district

#18 · Ahmednagarcell 4660009469

distance 0.313 · 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":4800005030}}}'

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.