Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013382

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

0.429

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013217

distance 0.429

#2 · Thanecell 4970002030

distance 0.436 · cross-district

#3 · Ahmednagarcell 4660010310

distance 0.442 · cross-district

#4 · Ahmednagarcell 4660010316

distance 0.449 · cross-district

#5 · Punecell 4900013392

distance 0.47

#6 · Ahmednagarcell 4660012248

distance 0.486 · cross-district

#7 · Thanecell 4970002963

distance 0.491 · cross-district

#8 · Ahmednagarcell 4660010805

distance 0.499 · cross-district

#9 · Ahmednagarcell 4660010976

distance 0.5 · cross-district

#10 · Ahmednagarcell 4660012255

distance 0.502 · cross-district

#11 · Ahmednagarcell 4660012249

distance 0.502 · cross-district

#12 · Ahmednagarcell 4660012257

distance 0.506 · cross-district

#13 · Thanecell 4970002480

distance 0.507 · cross-district

#14 · Thanecell 4970003104

distance 0.508 · cross-district

#15 · Ahmednagarcell 4660012253

distance 0.509 · cross-district

#16 · Ahmednagarcell 4660012251

distance 0.511 · cross-district

#17 · Thanecell 4970003060

distance 0.518 · cross-district

#18 · Nashikcell 4870000080

distance 0.519 · 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":4900013382}}}'

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.