Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006896

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007179

distance 0.189 · cross-district

#2 · Ahmednagarcell 4660002036

distance 0.206 · cross-district

#3 · Jalgaoncell 4780008260

distance 0.219 · cross-district

#4 · Solapurcell 4960012202

distance 0.219 · cross-district

#5 · Punecell 4900008868

distance 0.22

#6 · Jalgaoncell 4780007345

distance 0.221 · cross-district

#7 · Punecell 4900000478

distance 0.221

#8 · Punecell 4900006059

distance 0.232

#9 · Solapurcell 4960012066

distance 0.237 · cross-district

#10 · Ahmednagarcell 4660002151

distance 0.238 · cross-district

#11 · Punecell 4900007397

distance 0.243

#12 · Punecell 4900001464

distance 0.244

#13 · Ahmednagarcell 4660002553

distance 0.248 · cross-district

#14 · Ahmednagarcell 4660008717

distance 0.249 · cross-district

#15 · Punecell 4900007633

distance 0.25

#16 · Punecell 4900006894

distance 0.251

#17 · Ahmednagarcell 4660014025

distance 0.251 · cross-district

#18 · Jalgaoncell 4780003930

distance 0.253 · 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":4900006896}}}'

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.