Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001764

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

0.049

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001628

distance 0.049

#2 · Solapurcell 4960010261

distance 0.123 · cross-district

#3 · Solapurcell 4960010430

distance 0.146 · cross-district

#4 · Punecell 4900000974

distance 0.149

#5 · Punecell 4900001494

distance 0.151

#6 · Punecell 4900001765

distance 0.174

#7 · Solapurcell 4960010021

distance 0.175 · cross-district

#8 · Solapurcell 4960010020

distance 0.177 · cross-district

#9 · Punecell 4900001908

distance 0.181

#10 · Punecell 4900001229

distance 0.183

#11 · Punecell 4900001098

distance 0.191

#12 · Punecell 4900000975

distance 0.209

#13 · Punecell 4900001493

distance 0.227

#14 · Solapurcell 4960011133

distance 0.23 · cross-district

#15 · Punecell 4900001360

distance 0.237

#16 · Solapurcell 4960010019

distance 0.24 · cross-district

#17 · Punecell 4900001492

distance 0.252

#18 · Solapurcell 4960010259

distance 0.254 · 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":4900001764}}}'

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.