Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013347

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013329

distance 0.224

#2 · Punecell 4900013368

distance 0.233

#3 · Punecell 4900013349

distance 0.234

#4 · Ahmednagarcell 4660008481

distance 0.236 · cross-district

#5 · Ahmednagarcell 4660008645

distance 0.237 · cross-district

#6 · Punecell 4900013350

distance 0.248

#7 · Ahmednagarcell 4660008988

distance 0.271 · cross-district

#8 · Ahmednagarcell 4660008482

distance 0.28 · cross-district

#9 · Punecell 4900013346

distance 0.284

#10 · Ahmednagarcell 4660008978

distance 0.284 · cross-district

#11 · Punecell 4900013330

distance 0.3

#12 · Ahmednagarcell 4660008644

distance 0.301 · cross-district

#13 · Punecell 4900013367

distance 0.302

#14 · Ahmednagarcell 4660008647

distance 0.306 · cross-district

#15 · Ahmednagarcell 4660008980

distance 0.314 · cross-district

#16 · Punecell 4900013351

distance 0.317

#17 · Nashikcell 4870000047

distance 0.323 · cross-district

#18 · Ahmednagarcell 4660008819

distance 0.323 · 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":4900013347}}}'

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.