Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013333

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660008480

distance 0.231 · cross-district

#2 · Punecell 4900013350

distance 0.252

#3 · Ahmednagarcell 4660007128

distance 0.253 · cross-district

#4 · Nashikcell 4870000790

distance 0.255 · cross-district

#5 · Punecell 4900013355

distance 0.259

#6 · Punecell 4900013027

distance 0.259

#7 · Punecell 4900013354

distance 0.261

#8 · Punecell 4900013351

distance 0.281

#9 · Nashikcell 4870002071

distance 0.285 · cross-district

#10 · Ahmednagarcell 4660009495

distance 0.294 · cross-district

#11 · Nashikcell 4870000166

distance 0.308 · cross-district

#12 · Ahmednagarcell 4660008483

distance 0.316 · cross-district

#13 · Ahmednagarcell 4660007278

distance 0.319 · cross-district

#14 · Nashikcell 4870002156

distance 0.319 · cross-district

#15 · Punecell 4900013356

distance 0.32

#16 · Nashikcell 4870000812

distance 0.325 · cross-district

#17 · Punecell 4900012121

distance 0.331

#18 · Nashikcell 4870000708

distance 0.332 · 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":4900013333}}}'

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.