Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004190

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002059

distance 0.202

#2 · Punecell 4900002950

distance 0.231

#3 · Punecell 4900002213

distance 0.232

#4 · Solapurcell 4960006098

distance 0.234 · cross-district

#5 · Jalgaoncell 4780007496

distance 0.237 · cross-district

#6 · Punecell 4900003489

distance 0.241

#7 · Beedcell 4700002783

distance 0.245 · cross-district

#8 · Punecell 4900004465

distance 0.249

#9 · Chhatrapati Sambhajinagarcell 4690000797

distance 0.249 · cross-district

#10 · Nandedcell 4850003861

distance 0.25 · cross-district

#11 · Punecell 4900002796

distance 0.252

#12 · Punecell 4900003767

distance 0.257

#13 · Punecell 4900002941

distance 0.258

#14 · Ahmednagarcell 4660005562

distance 0.26 · cross-district

#15 · Sanglicell 4930004687

distance 0.261 · cross-district

#16 · Punecell 4900002055

distance 0.264

#17 · Punecell 4900001625

distance 0.265

#18 · Solapurcell 4960010101

distance 0.266 · 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":4900004190}}}'

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.