Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005403

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

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005443

distance 0.176 · cross-district

#2 · Punecell 4900003491

distance 0.208

#3 · Punecell 4900007013

distance 0.225

#4 · Buldhanacell 4720005190

distance 0.227 · cross-district

#5 · Punecell 4900006888

distance 0.229

#6 · Ahmednagarcell 4660007653

distance 0.234 · cross-district

#7 · Punecell 4900007383

distance 0.234

#8 · Ahmednagarcell 4660000265

distance 0.24 · cross-district

#9 · Punecell 4900003762

distance 0.248

#10 · Punecell 4900002620

distance 0.258

#11 · Nashikcell 4870003302

distance 0.259 · cross-district

#12 · Ahmednagarcell 4660010433

distance 0.26 · cross-district

#13 · Jalnacell 4790001061

distance 0.261 · cross-district

#14 · Ahmednagarcell 4660008572

distance 0.262 · cross-district

#15 · Ahmednagarcell 4660004097

distance 0.27 · cross-district

#16 · Punecell 4900004047

distance 0.275

#17 · Punecell 4900001070

distance 0.276

#18 · Solapurcell 4960006638

distance 0.276 · 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":4900005403}}}'

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.