Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001229

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001360

distance 0.173

#2 · Punecell 4900001908

distance 0.176

#3 · Punecell 4900001764

distance 0.183

#4 · Punecell 4900001765

distance 0.184

#5 · Solapurcell 4960011133

distance 0.211 · cross-district

#6 · Punecell 4900001628

distance 0.219

#7 · Punecell 4900000975

distance 0.221

#8 · Solapurcell 4960010021

distance 0.244 · cross-district

#9 · Punecell 4900002060

distance 0.247

#10 · Solapurcell 4960010020

distance 0.255 · cross-district

#11 · Solapurcell 4960012563

distance 0.256 · cross-district

#12 · Solapurcell 4960010430

distance 0.256 · cross-district

#13 · Solapurcell 4960010261

distance 0.269 · cross-district

#14 · Punecell 4900000974

distance 0.273

#15 · Solapurcell 4960010259

distance 0.274 · cross-district

#16 · Solapurcell 4960010260

distance 0.274 · cross-district

#17 · Solapurcell 4960009933

distance 0.279 · cross-district

#18 · Punecell 4900002515

distance 0.283

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":4900001229}}}'

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.