Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010553

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005766

distance 0.26

#2 · Ahmednagarcell 4660003905

distance 0.266 · cross-district

#3 · Punecell 4900008413

distance 0.279

#4 · Punecell 4900008966

distance 0.283

#5 · Punecell 4900009694

distance 0.283

#6 · Punecell 4900007970

distance 0.295

#7 · Punecell 4900008859

distance 0.297

#8 · Punecell 4900008419

distance 0.306

#9 · Punecell 4900008640

distance 0.308

#10 · Punecell 4900011681

distance 0.319

#11 · Punecell 4900007974

distance 0.321

#12 · Punecell 4900008078

distance 0.321

#13 · Punecell 4900010718

distance 0.322

#14 · Beedcell 4700004672

distance 0.332 · cross-district

#15 · Punecell 4900010803

distance 0.337

#16 · Punecell 4900007854

distance 0.339

#17 · Ahmednagarcell 4660004082

distance 0.343 · cross-district

#18 · Ahmednagarcell 4660004126

distance 0.349 · 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":4900010553}}}'

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.