Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004594

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.355

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004334

distance 0.355

#2 · Sanglicell 4930000256

distance 0.404 · cross-district

#3 · Kolhapurcell 4800004508

distance 0.42

#4 · Nashikcell 4870003571

distance 0.434 · cross-district

#5 · Chandrapurcell 4730003248

distance 0.452 · cross-district

#6 · Sanglicell 4930002538

distance 0.461 · cross-district

#7 · Sanglicell 4930000183

distance 0.464 · cross-district

#8 · Punecell 4900001578

distance 0.467 · cross-district

#9 · Yavatmalcell 5000009879

distance 0.467 · cross-district

#10 · Sataracell 4940004585

distance 0.47 · cross-district

#11 · Sataracell 4940004703

distance 0.487 · cross-district

#12 · Solapurcell 4960005150

distance 0.487 · cross-district

#13 · Nagpurcell 4840004068

distance 0.491 · cross-district

#14 · Jalgaoncell 4780005607

distance 0.498 · cross-district

#15 · Sataracell 4940000774

distance 0.507 · cross-district

#16 · Laturcell 4810003369

distance 0.515 · cross-district

#17 · Punecell 4900001715

distance 0.516 · cross-district

#18 · Nashikcell 4870006628

distance 0.522 · 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":4800004594}}}'

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.