Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008421

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870006297

distance 0.172 · cross-district

#2 · Solapurcell 4960007983

distance 0.194 · cross-district

#3 · Nashikcell 4870006766

distance 0.198 · cross-district

#4 · Punecell 4900007638

distance 0.203

#5 · Punecell 4900006418

distance 0.204

#6 · Nashikcell 4870007056

distance 0.206 · cross-district

#7 · Nashikcell 4870007054

distance 0.211 · cross-district

#8 · Nashikcell 4870005276

distance 0.214 · cross-district

#9 · Punecell 4900007507

distance 0.215

#10 · Punecell 4900008312

distance 0.219

#11 · Nashikcell 4870005727

distance 0.222 · cross-district

#12 · Ahmednagarcell 4660001930

distance 0.223 · cross-district

#13 · Nashikcell 4870005874

distance 0.224 · cross-district

#14 · Ahmednagarcell 4660003826

distance 0.226 · cross-district

#15 · Ahmednagarcell 4660002632

distance 0.228 · cross-district

#16 · Ahmednagarcell 4660001934

distance 0.229 · cross-district

#17 · Ahmednagarcell 4660002803

distance 0.229 · cross-district

#18 · Nashikcell 4870007053

distance 0.23 · 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":4900008421}}}'

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.