Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012708

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660007149

distance 0.206 · cross-district

#2 · Punecell 4900012497

distance 0.209

#3 · Punecell 4900012774

distance 0.23

#4 · Sataracell 4940006933

distance 0.254 · cross-district

#5 · Ahmednagarcell 4660008669

distance 0.255 · cross-district

#6 · Ahmednagarcell 4660010186

distance 0.256 · cross-district

#7 · Sataracell 4940007462

distance 0.258 · cross-district

#8 · Ahmednagarcell 4660008505

distance 0.258 · cross-district

#9 · Ahmednagarcell 4660007150

distance 0.258 · cross-district

#10 · Ahmednagarcell 4660007004

distance 0.26 · cross-district

#11 · Punecell 4900012568

distance 0.262

#12 · Punecell 4900012498

distance 0.265

#13 · Ahmednagarcell 4660006997

distance 0.265 · cross-district

#14 · Ahmednagarcell 4660007151

distance 0.271 · cross-district

#15 · Ahmednagarcell 4660006592

distance 0.273 · cross-district

#16 · Ahmednagarcell 4660008186

distance 0.274 · cross-district

#17 · Solapurcell 4960006998

distance 0.275 · cross-district

#18 · Ahmednagarcell 4660008665

distance 0.276 · 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":4900012708}}}'

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.