Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660002012

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001839

distance 0.09 · cross-district

#2 · Beedcell 4700001848

distance 0.096 · cross-district

#3 · Beedcell 4700002496

distance 0.098 · cross-district

#4 · Beedcell 4700003010

distance 0.103 · cross-district

#5 · Dharashivcell 4880004242

distance 0.104 · cross-district

#6 · Beedcell 4700002666

distance 0.104 · cross-district

#7 · Beedcell 4700001387

distance 0.105 · cross-district

#8 · Beedcell 4700000977

distance 0.11 · cross-district

#9 · Dharashivcell 4880006439

distance 0.111 · cross-district

#10 · Beedcell 4700002001

distance 0.114 · cross-district

#11 · Dharashivcell 4880005330

distance 0.115 · cross-district

#12 · Beedcell 4700002333

distance 0.12 · cross-district

#13 · Beedcell 4700003177

distance 0.122 · cross-district

#14 · Beedcell 4700002846

distance 0.127 · cross-district

#15 · Dharashivcell 4880004675

distance 0.129 · cross-district

#16 · Beedcell 4700001386

distance 0.133 · cross-district

#17 · Ahmednagarcell 4660001136

distance 0.134

#18 · Beedcell 4700002673

distance 0.136 · 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":466,"cluster_id":4660002012}}}'

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.