Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004513

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.36

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660014349

distance 0.36 · cross-district

#2 · Kolhapurcell 4800004512

distance 0.446

#3 · Punecell 4900002012

distance 0.493 · cross-district

#4 · Ratnagiricell 4920004775

distance 0.495 · cross-district

#5 · Sataracell 4940004844

distance 0.53 · cross-district

#6 · Kolhapurcell 4800004443

distance 0.53

#7 · Ahmednagarcell 4660005691

distance 0.537 · cross-district

#8 · Dharashivcell 4880002343

distance 0.545 · cross-district

#9 · Washimcell 4990001306

distance 0.554 · cross-district

#10 · Nashikcell 4870002230

distance 0.566 · cross-district

#11 · Kolhapurcell 4800003598

distance 0.587

#12 · Nagpurcell 4840005034

distance 0.588 · cross-district

#13 · Amravaticell 4680006915

distance 0.591 · cross-district

#14 · Nashikcell 4870005412

distance 0.592 · cross-district

#15 · Ratnagiricell 4920006015

distance 0.593 · cross-district

#16 · Kolhapurcell 4800004421

distance 0.597

#17 · Nagpurcell 4840003766

distance 0.608 · cross-district

#18 · Sataracell 4940007544

distance 0.614 · 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":4800004513}}}'

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.