Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004387

The MH-36 locality cells most similar to this Ahmednagar 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

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009603

distance 0.26 · cross-district

#2 · Punecell 4900006505

distance 0.301 · cross-district

#3 · Punecell 4900011491

distance 0.303 · cross-district

#4 · Punecell 4900006871

distance 0.339 · cross-district

#5 · Sataracell 4940008712

distance 0.344 · cross-district

#6 · Sataracell 4940007546

distance 0.36 · cross-district

#7 · Ahmednagarcell 4660008499

distance 0.36

#8 · Punecell 4900008733

distance 0.365 · cross-district

#9 · Punecell 4900008397

distance 0.367 · cross-district

#10 · Punecell 4900012009

distance 0.367 · cross-district

#11 · Punecell 4900009916

distance 0.371 · cross-district

#12 · Punecell 4900011419

distance 0.375 · cross-district

#13 · Punecell 4900009075

distance 0.379 · cross-district

#14 · Punecell 4900012011

distance 0.383 · cross-district

#15 · Punecell 4900009896

distance 0.393 · cross-district

#16 · Ahmednagarcell 4660006268

distance 0.394

#17 · Punecell 4900008285

distance 0.394 · cross-district

#18 · Ahmednagarcell 4660008038

distance 0.397

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":466,"cluster_id":4660004387}}}'

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.