Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000701

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004783

distance 0.231 · cross-district

#2 · Punecell 4900001580

distance 0.251

#3 · Punecell 4900000272

distance 0.266

#4 · Punecell 4900001305

distance 0.269

#5 · Ahmednagarcell 4660002446

distance 0.274 · cross-district

#6 · Punecell 4900007248

distance 0.282

#7 · Nashikcell 4870003948

distance 0.286 · cross-district

#8 · Sataracell 4940001218

distance 0.302 · cross-district

#9 · Solapurcell 4960008674

distance 0.304 · cross-district

#10 · Sataracell 4940004600

distance 0.312 · cross-district

#11 · Nashikcell 4870000478

distance 0.313 · cross-district

#12 · Punecell 4900007030

distance 0.316

#13 · Sataracell 4940001994

distance 0.317 · cross-district

#14 · Sataracell 4940008401

distance 0.325 · cross-district

#15 · Punecell 4900001160

distance 0.326

#16 · Ahmednagarcell 4660006904

distance 0.329 · cross-district

#17 · Buldhanacell 4720007648

distance 0.329 · cross-district

#18 · Kolhapurcell 4800005126

distance 0.33 · 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":4900000701}}}'

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.