Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000734

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007016

distance 0.277 · cross-district

#2 · Sataracell 4940000047

distance 0.28 · cross-district

#3 · Parbhanicell 4890003002

distance 0.287 · cross-district

#4 · Nandedcell 4850004485

distance 0.302 · cross-district

#5 · Dharashivcell 4880000070

distance 0.309 · cross-district

#6 · Beedcell 4700005371

distance 0.316 · cross-district

#7 · Washimcell 4990002916

distance 0.317 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690001450

distance 0.318 · cross-district

#9 · Nandedcell 4850004200

distance 0.32 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000070

distance 0.32 · cross-district

#11 · Nandedcell 4850004284

distance 0.326 · cross-district

#12 · Nandedcell 4850004413

distance 0.333 · cross-district

#13 · Parbhanicell 4890002921

distance 0.333 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003169

distance 0.334 · cross-district

#15 · Punecell 4900005670

distance 0.335 · cross-district

#16 · Punecell 4900007262

distance 0.335 · cross-district

#17 · Punecell 4900002660

distance 0.336 · cross-district

#18 · Ahmednagarcell 4660008059

distance 0.338 · 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":4800000734}}}'

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.