Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005929

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

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007141

distance 0.185

#2 · Punecell 4900006784

distance 0.194

#3 · Punecell 4900007262

distance 0.195

#4 · Punecell 4900006777

distance 0.195

#5 · Punecell 4900005546

distance 0.202

#6 · Beedcell 4700003127

distance 0.205 · cross-district

#7 · Beedcell 4700006007

distance 0.211 · cross-district

#8 · Punecell 4900006419

distance 0.223

#9 · Ahmednagarcell 4660001537

distance 0.223 · cross-district

#10 · Punecell 4900005670

distance 0.224

#11 · Punecell 4900005009

distance 0.233

#12 · Solapurcell 4960011463

distance 0.236 · cross-district

#13 · Beedcell 4700000026

distance 0.24 · cross-district

#14 · Nashikcell 4870002879

distance 0.244 · cross-district

#15 · Ahmednagarcell 4660004613

distance 0.246 · cross-district

#16 · Parbhanicell 4890001207

distance 0.25 · cross-district

#17 · Dharashivcell 4880002770

distance 0.251 · cross-district

#18 · Jalgaoncell 4780003965

distance 0.251 · 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":4900005929}}}'

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.