Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003799

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.456

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005695

distance 0.456 · cross-district

#2 · Ahmednagarcell 4660014348

distance 0.488 · cross-district

#3 · Kolhapurcell 4800003874

distance 0.526

#4 · Yavatmalcell 5000005654

distance 0.545 · cross-district

#5 · Sataracell 4940007648

distance 0.58 · cross-district

#6 · Nashikcell 4870003100

distance 0.594 · cross-district

#7 · Nashikcell 4870001655

distance 0.604 · cross-district

#8 · Chandrapurcell 4730003386

distance 0.627 · cross-district

#9 · Nagpurcell 4840003679

distance 0.648 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002906

distance 0.667 · cross-district

#11 · Ahmednagarcell 4660005576

distance 0.667 · cross-district

#12 · Ahmednagarcell 4660006043

distance 0.677 · cross-district

#13 · Nagpurcell 4840003683

distance 0.69 · cross-district

#14 · Nashikcell 4870003800

distance 0.69 · cross-district

#15 · Sanglicell 4930000460

distance 0.691 · cross-district

#16 · Punecell 4900002010

distance 0.701 · cross-district

#17 · Dhulecell 4740001081

distance 0.71 · cross-district

#18 · Punecell 4900005125

distance 0.721 · 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":4800003799}}}'

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.