Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012575

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012503

distance 0.113

#2 · Punecell 4900005359

distance 0.156

#3 · Punecell 4900005634

distance 0.185

#4 · Ahmednagarcell 4660006996

distance 0.186 · cross-district

#5 · Punecell 4900012576

distance 0.191

#6 · Punecell 4900005491

distance 0.208

#7 · Ahmednagarcell 4660007007

distance 0.215 · cross-district

#8 · Ahmednagarcell 4660007597

distance 0.22 · cross-district

#9 · Ahmednagarcell 4660007431

distance 0.222 · cross-district

#10 · Punecell 4900005362

distance 0.223

#11 · Punecell 4900005357

distance 0.224

#12 · Punecell 4900012714

distance 0.232

#13 · Ahmednagarcell 4660006723

distance 0.234 · cross-district

#14 · Ahmednagarcell 4660007430

distance 0.236 · cross-district

#15 · Ahmednagarcell 4660006714

distance 0.239 · cross-district

#16 · Ahmednagarcell 4660005537

distance 0.241 · cross-district

#17 · Ahmednagarcell 4660007447

distance 0.242 · cross-district

#18 · Ahmednagarcell 4660006865

distance 0.244 · 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":4900012575}}}'

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.