Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001576

The MH-36 locality cells most similar to this Pune 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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005140

distance 0.242 · cross-district

#2 · Sataracell 4940004719

distance 0.283 · cross-district

#3 · Nashikcell 4870001734

distance 0.301 · cross-district

#4 · Sataracell 4940004227

distance 0.306 · cross-district

#5 · Akolacell 4670003947

distance 0.317 · cross-district

#6 · Punecell 4900005925

distance 0.325

#7 · Nashikcell 4870004093

distance 0.327 · cross-district

#8 · Ahmednagarcell 4660005351

distance 0.329 · cross-district

#9 · Punecell 4900003760

distance 0.338

#10 · Sataracell 4940004346

distance 0.344 · cross-district

#11 · Ahmednagarcell 4660012304

distance 0.355 · cross-district

#12 · Ahmednagarcell 4660012601

distance 0.356 · cross-district

#13 · Nashikcell 4870002337

distance 0.364 · cross-district

#14 · Ahmednagarcell 4660011417

distance 0.366 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002698

distance 0.366 · cross-district

#16 · Kolhapurcell 4800004094

distance 0.378 · cross-district

#17 · Kolhapurcell 4800004370

distance 0.38 · cross-district

#18 · Beedcell 4700005259

distance 0.384 · 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":490,"cluster_id":4900001576}}}'

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.