Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013384

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.373

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660011940

distance 0.373 · cross-district

#2 · Nashikcell 4870000437

distance 0.383 · cross-district

#3 · Nashikcell 4870004372

distance 0.389 · cross-district

#4 · Thanecell 4970003496

distance 0.39 · cross-district

#5 · Ahmednagarcell 4660011783

distance 0.41 · cross-district

#6 · Ahmednagarcell 4660009993

distance 0.42 · cross-district

#7 · Ahmednagarcell 4660011304

distance 0.42 · cross-district

#8 · Punecell 4900000627

distance 0.427

#9 · Nashikcell 4870000805

distance 0.429 · cross-district

#10 · Nashikcell 4870003353

distance 0.441 · cross-district

#11 · Ahmednagarcell 4660011627

distance 0.446 · cross-district

#12 · Ahmednagarcell 4660012565

distance 0.446 · cross-district

#13 · Nashikcell 4870000884

distance 0.447 · cross-district

#14 · Ahmednagarcell 4660013289

distance 0.447 · cross-district

#15 · Nashikcell 4870000971

distance 0.455 · cross-district

#16 · Nashikcell 4870002178

distance 0.456 · cross-district

#17 · Ahmednagarcell 4660012430

distance 0.458 · cross-district

#18 · Kolhapurcell 4800001206

distance 0.464 · 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":4900013384}}}'

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.