Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003189

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007367

distance 0.238 · cross-district

#2 · Sataracell 4940008094

distance 0.239 · cross-district

#3 · Punecell 4900005771

distance 0.246

#4 · Ahmednagarcell 4660003819

distance 0.264 · cross-district

#5 · Punecell 4900003999

distance 0.279

#6 · Sataracell 4940008206

distance 0.28 · cross-district

#7 · Sataracell 4940008585

distance 0.283 · cross-district

#8 · Solapurcell 4960008011

distance 0.286 · cross-district

#9 · Sataracell 4940007151

distance 0.287 · cross-district

#10 · Punecell 4900005511

distance 0.288

#11 · Ahmednagarcell 4660003704

distance 0.291 · cross-district

#12 · Sataracell 4940008200

distance 0.294 · cross-district

#13 · Sataracell 4940007297

distance 0.295 · cross-district

#14 · Sataracell 4940007264

distance 0.299 · cross-district

#15 · Sataracell 4940008399

distance 0.3 · cross-district

#16 · Punecell 4900001965

distance 0.303

#17 · Sataracell 4940007684

distance 0.303 · cross-district

#18 · Beedcell 4700005172

distance 0.304 · 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":4900003189}}}'

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.