Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013272

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013133

distance 0.206

#2 · Punecell 4900010437

distance 0.366

#3 · Ahmednagarcell 4660010667

distance 0.368 · cross-district

#4 · Sataracell 4940006899

distance 0.369 · cross-district

#5 · Ahmednagarcell 4660008659

distance 0.371 · cross-district

#6 · Punecell 4900011873

distance 0.38

#7 · Ahmednagarcell 4660010992

distance 0.382 · cross-district

#8 · Nashikcell 4870001362

distance 0.391 · cross-district

#9 · Nashikcell 4870000151

distance 0.391 · cross-district

#10 · Nandurbarcell 4860004033

distance 0.392 · cross-district

#11 · Punecell 4900013305

distance 0.392

#12 · Ahmednagarcell 4660007273

distance 0.394 · cross-district

#13 · Punecell 4900012680

distance 0.397

#14 · Nashikcell 4870000339

distance 0.401 · cross-district

#15 · Nashikcell 4870000280

distance 0.403 · cross-district

#16 · Punecell 4900012963

distance 0.403

#17 · Punecell 4900010791

distance 0.404

#18 · Kolhapurcell 4800006367

distance 0.404 · 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":4900013272}}}'

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.