Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005917

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.46

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005856

distance 0.46

#2 · Kolhapurcell 4800002551

distance 0.48

#3 · Palgharcell 6650003503

distance 0.512 · cross-district

#4 · Palgharcell 6650000374

distance 0.518 · cross-district

#5 · Palgharcell 6650003239

distance 0.54 · cross-district

#6 · Palgharcell 6650000453

distance 0.544 · cross-district

#7 · Palgharcell 6650000452

distance 0.566 · cross-district

#8 · Kolhapurcell 4800002550

distance 0.57

#9 · Kolhapurcell 4800002548

distance 0.573

#10 · Kolhapurcell 4800002597

distance 0.58

#11 · Palgharcell 6650000020

distance 0.583 · cross-district

#12 · Kolhapurcell 4800002599

distance 0.589

#13 · Nashikcell 4870006113

distance 0.595 · cross-district

#14 · Palgharcell 6650000408

distance 0.6 · cross-district

#15 · Nashikcell 4870007155

distance 0.616 · cross-district

#16 · Kolhapurcell 4800004466

distance 0.628

#17 · Palgharcell 6650000411

distance 0.628 · cross-district

#18 · Nashikcell 4870007300

distance 0.63 · 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":4800005917}}}'

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.