Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006469

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 14 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.448

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001573

distance 0.448 · cross-district

#2 · Nagpurcell 4840006831

distance 0.452 · cross-district

#3 · Jalgaoncell 4780004389

distance 0.461 · cross-district

#4 · Kolhapurcell 4800002373

distance 0.481

#5 · Wardhacell 4980003991

distance 0.483 · cross-district

#6 · Yavatmalcell 5000011477

distance 0.485 · cross-district

#7 · Solapurcell 4960010902

distance 0.486 · cross-district

#8 · Nagpurcell 4840000342

distance 0.5 · cross-district

#9 · Dharashivcell 4880002575

distance 0.506 · cross-district

#10 · Parbhanicell 4890005353

distance 0.508 · cross-district

#11 · Dharashivcell 4880005946

distance 0.535 · cross-district

#12 · Gondiacell 4760000536

distance 0.537 · cross-district

#13 · Nagpurcell 4840001269

distance 0.541 · cross-district

#14 · Dhulecell 4740001670

distance 0.542 · cross-district

#15 · Buldhanacell 4720005717

distance 0.544 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000330

distance 0.555 · cross-district

#17 · Nashikcell 4870001231

distance 0.56 · cross-district

#18 · Nagpurcell 4840008580

distance 0.561 · 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":4800006469}}}'

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.