Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660001044

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

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660000867

distance 0.163

#2 · Ahmednagarcell 4660001605

distance 0.178

#3 · Dharashivcell 4880005793

distance 0.182 · cross-district

#4 · Ahmednagarcell 4660001043

distance 0.2

#5 · Ahmednagarcell 4660001132

distance 0.211

#6 · Beedcell 4700002840

distance 0.214 · cross-district

#7 · Ahmednagarcell 4660001042

distance 0.214

#8 · Dharashivcell 4880006062

distance 0.228 · cross-district

#9 · Ahmednagarcell 4660001134

distance 0.23

#10 · Beedcell 4700002497

distance 0.231 · cross-district

#11 · Dharashivcell 4880004581

distance 0.232 · cross-district

#12 · Dharashivcell 4880004162

distance 0.236 · cross-district

#13 · Beedcell 4700002844

distance 0.237 · cross-district

#14 · Dharashivcell 4880004152

distance 0.245 · cross-district

#15 · Ahmednagarcell 4660010133

distance 0.247

#16 · Dharashivcell 4880004753

distance 0.251 · cross-district

#17 · Dharashivcell 4880005422

distance 0.253 · cross-district

#18 · Beedcell 4700002830

distance 0.259 · 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":4660001044}}}'

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.