Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008849

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008397

distance 0.24

#2 · Punecell 4900010728

distance 0.246

#3 · Punecell 4900009709

distance 0.257

#4 · Punecell 4900003974

distance 0.267

#5 · Punecell 4900008732

distance 0.277

#6 · Punecell 4900008848

distance 0.282

#7 · Punecell 4900011491

distance 0.291

#8 · Punecell 4900010635

distance 0.291

#9 · Punecell 4900009183

distance 0.292

#10 · Punecell 4900008060

distance 0.295

#11 · Punecell 4900008733

distance 0.3

#12 · Punecell 4900010104

distance 0.302

#13 · Punecell 4900008725

distance 0.304

#14 · Punecell 4900011419

distance 0.307

#15 · Sataracell 4940009001

distance 0.307 · cross-district

#16 · Punecell 4900008955

distance 0.31

#17 · Ahmednagarcell 4660004807

distance 0.315 · cross-district

#18 · Punecell 4900008726

distance 0.318

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":4900008849}}}'

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.