Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004712

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004838

distance 0.161

#2 · Beedcell 4700005577

distance 0.184 · cross-district

#3 · Punecell 4900005536

distance 0.185

#4 · Sanglicell 4930006506

distance 0.207 · cross-district

#5 · Beedcell 4700004514

distance 0.221 · cross-district

#6 · Beedcell 4700004998

distance 0.222 · cross-district

#7 · Nashikcell 4870007248

distance 0.239 · cross-district

#8 · Dharashivcell 4880002052

distance 0.241 · cross-district

#9 · Beedcell 4700005687

distance 0.243 · cross-district

#10 · Punecell 4900003750

distance 0.25

#11 · Dharashivcell 4880000896

distance 0.256 · cross-district

#12 · Dharashivcell 4880002458

distance 0.258 · cross-district

#13 · Ahmednagarcell 4660010769

distance 0.26 · cross-district

#14 · Buldhanacell 4720005335

distance 0.262 · cross-district

#15 · Beedcell 4700001294

distance 0.262 · cross-district

#16 · Washimcell 4990001177

distance 0.263 · cross-district

#17 · Ahmednagarcell 4660002839

distance 0.264 · cross-district

#18 · Ahmednagarcell 4660003792

distance 0.265 · 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":4900004712}}}'

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.