Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004733

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002046

distance 0.141

#2 · Solapurcell 4960011997

distance 0.152 · cross-district

#3 · Solapurcell 4960011652

distance 0.167 · cross-district

#4 · Punecell 4900006056

distance 0.177

#5 · Ahmednagarcell 4660000028

distance 0.187 · cross-district

#6 · Beedcell 4700004508

distance 0.189 · cross-district

#7 · Punecell 4900001218

distance 0.191

#8 · Solapurcell 4960011919

distance 0.191 · cross-district

#9 · Solapurcell 4960011996

distance 0.194 · cross-district

#10 · Sanglicell 4930007172

distance 0.195 · cross-district

#11 · Ahmednagarcell 4660000642

distance 0.196 · cross-district

#12 · Nashikcell 4870004700

distance 0.2 · cross-district

#13 · Solapurcell 4960008810

distance 0.202 · cross-district

#14 · Punecell 4900004461

distance 0.205

#15 · Solapurcell 4960011570

distance 0.208 · cross-district

#16 · Solapurcell 4960007018

distance 0.211 · cross-district

#17 · Punecell 4900002191

distance 0.211

#18 · Chhatrapati Sambhajinagarcell 4690002247

distance 0.215 · 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":4900004733}}}'

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.