Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009113

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 2 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009731

distance 0.208

#2 · Punecell 4900009320

distance 0.213

#3 · Punecell 4900009318

distance 0.239

#4 · Punecell 4900009321

distance 0.25

#5 · Punecell 4900008335

distance 0.255

#6 · Punecell 4900009533

distance 0.26

#7 · Punecell 4900009219

distance 0.267

#8 · Punecell 4900008677

distance 0.297

#9 · Punecell 4900008889

distance 0.301

#10 · Raigadcell 4910005156

distance 0.311 · cross-district

#11 · Punecell 4900008883

distance 0.319

#12 · Punecell 4900008446

distance 0.323

#13 · Punecell 4900009138

distance 0.331

#14 · Raigadcell 4910005208

distance 0.336 · cross-district

#15 · Punecell 4900009111

distance 0.337

#16 · Raigadcell 4910005456

distance 0.337 · cross-district

#17 · Raigadcell 4910004798

distance 0.355 · cross-district

#18 · Raigadcell 4910004800

distance 0.355 · 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":4900009113}}}'

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.