Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004201

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004857

distance 0.079 · cross-district

#2 · Beedcell 4700005628

distance 0.087 · cross-district

#3 · Ahmednagarcell 4660004071

distance 0.091

#4 · Beedcell 4700004155

distance 0.093 · cross-district

#5 · Beedcell 4700003479

distance 0.095 · cross-district

#6 · Beedcell 4700003647

distance 0.095 · cross-district

#7 · Ahmednagarcell 4660004132

distance 0.096

#8 · Ahmednagarcell 4660005053

distance 0.097

#9 · Beedcell 4700006608

distance 0.099 · cross-district

#10 · Ahmednagarcell 4660004964

distance 0.104

#11 · Beedcell 4700004686

distance 0.108 · cross-district

#12 · Beedcell 4700005181

distance 0.108 · cross-district

#13 · Ahmednagarcell 4660004871

distance 0.109

#14 · Beedcell 4700004847

distance 0.111 · cross-district

#15 · Ahmednagarcell 4660003613

distance 0.117

#16 · Beedcell 4700003984

distance 0.122 · cross-district

#17 · Beedcell 4700003476

distance 0.126 · cross-district

#18 · Ahmednagarcell 4660004785

distance 0.128

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":4660004201}}}'

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.