Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001012

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

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000882

distance 0.206

#2 · Nashikcell 4870002634

distance 0.214 · cross-district

#3 · Sataracell 4940008489

distance 0.227 · cross-district

#4 · Punecell 4900000814

distance 0.233

#5 · Ahmednagarcell 4660008038

distance 0.246 · cross-district

#6 · Punecell 4900003877

distance 0.262

#7 · Sataracell 4940007030

distance 0.268 · cross-district

#8 · Ahmednagarcell 4660003999

distance 0.274 · cross-district

#9 · Ahmednagarcell 4660008499

distance 0.277 · cross-district

#10 · Nashikcell 4870002026

distance 0.281 · cross-district

#11 · Punecell 4900007520

distance 0.284

#12 · Ahmednagarcell 4660012316

distance 0.287 · cross-district

#13 · Punecell 4900001007

distance 0.289

#14 · Punecell 4900012350

distance 0.289

#15 · Ahmednagarcell 4660003202

distance 0.295 · cross-district

#16 · Punecell 4900000928

distance 0.295

#17 · Nashikcell 4870010409

distance 0.298 · cross-district

#18 · Nashikcell 4870005700

distance 0.299 · 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":4900001012}}}'

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.