Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007018

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 6 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006901

distance 0.153

#2 · Ahmednagarcell 4660000961

distance 0.178 · cross-district

#3 · Punecell 4900001216

distance 0.183

#4 · Punecell 4900007146

distance 0.193

#5 · Ahmednagarcell 4660001053

distance 0.203 · cross-district

#6 · Punecell 4900007150

distance 0.204

#7 · Punecell 4900006902

distance 0.206

#8 · Punecell 4900007640

distance 0.209

#9 · Ahmednagarcell 4660014022

distance 0.218 · cross-district

#10 · Beedcell 4700005001

distance 0.225 · cross-district

#11 · Sanglicell 4930007191

distance 0.225 · cross-district

#12 · Solapurcell 4960000711

distance 0.227 · cross-district

#13 · Ahmednagarcell 4660002134

distance 0.229 · cross-district

#14 · Punecell 4900007875

distance 0.229

#15 · Punecell 4900000708

distance 0.229

#16 · Ahmednagarcell 4660001831

distance 0.231 · cross-district

#17 · Beedcell 4700001223

distance 0.232 · cross-district

#18 · Jalgaoncell 4780006492

distance 0.234 · 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":4900007018}}}'

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.