Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013003

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

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660007423

distance 0.176 · cross-district

#2 · Punecell 4900013028

distance 0.186

#3 · Ahmednagarcell 4660007573

distance 0.192 · cross-district

#4 · Ahmednagarcell 4660007725

distance 0.214 · cross-district

#5 · Punecell 4900013249

distance 0.22

#6 · Punecell 4900013240

distance 0.221

#7 · Ahmednagarcell 4660007422

distance 0.222 · cross-district

#8 · Ahmednagarcell 4660008651

distance 0.222 · cross-district

#9 · Punecell 4900012537

distance 0.228

#10 · Nashikcell 4870000406

distance 0.229 · cross-district

#11 · Ahmednagarcell 4660008654

distance 0.234 · cross-district

#12 · Ahmednagarcell 4660007428

distance 0.235 · cross-district

#13 · Ahmednagarcell 4660007424

distance 0.237 · cross-district

#14 · Ahmednagarcell 4660007571

distance 0.238 · cross-district

#15 · Ahmednagarcell 4660008336

distance 0.24 · cross-district

#16 · Ahmednagarcell 4660008176

distance 0.24 · cross-district

#17 · Ahmednagarcell 4660007722

distance 0.242 · cross-district

#18 · Ahmednagarcell 4660009506

distance 0.242 · 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":4900013003}}}'

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.