Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004940

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.374

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005201

distance 0.374

#2 · Kolhapurcell 4800005025

distance 0.415

#3 · Beedcell 4700007728

distance 0.459 · cross-district

#4 · Buldhanacell 4720001643

distance 0.464 · cross-district

#5 · Ahmednagarcell 4660010279

distance 0.475 · cross-district

#6 · Kolhapurcell 4800004596

distance 0.479

#7 · Yavatmalcell 5000005714

distance 0.484 · cross-district

#8 · Kolhapurcell 4800004255

distance 0.498

#9 · Jalgaoncell 4780004098

distance 0.498 · cross-district

#10 · Jalgaoncell 4780001360

distance 0.506 · cross-district

#11 · Ahmednagarcell 4660011901

distance 0.507 · cross-district

#12 · Ahmednagarcell 4660012916

distance 0.507 · cross-district

#13 · Kolhapurcell 4800004763

distance 0.514

#14 · Ahmednagarcell 4660014315

distance 0.515 · cross-district

#15 · Yavatmalcell 5000010241

distance 0.517 · cross-district

#16 · Kolhapurcell 4800005375

distance 0.519

#17 · Laturcell 4810003169

distance 0.52 · cross-district

#18 · Sanglicell 4930003562

distance 0.521 · 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":4800004940}}}'

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.