Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004163

The MH-36 locality cells most similar to this Dharashiv 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

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004242

distance 0.113

#2 · Beedcell 4700002496

distance 0.128 · cross-district

#3 · Beedcell 4700002846

distance 0.13 · cross-district

#4 · Ahmednagarcell 4660002012

distance 0.139 · cross-district

#5 · Dharashivcell 4880006037

distance 0.143

#6 · Ahmednagarcell 4660000953

distance 0.144 · cross-district

#7 · Dharashivcell 4880005713

distance 0.154

#8 · Beedcell 4700002168

distance 0.155 · cross-district

#9 · Dharashivcell 4880005962

distance 0.16

#10 · Beedcell 4700001839

distance 0.165 · cross-district

#11 · Dharashivcell 4880005342

distance 0.168

#12 · Beedcell 4700003188

distance 0.173 · cross-district

#13 · Beedcell 4700000977

distance 0.175 · cross-district

#14 · Beedcell 4700007571

distance 0.176 · cross-district

#15 · Beedcell 4700008046

distance 0.177 · cross-district

#16 · Beedcell 4700002673

distance 0.177 · cross-district

#17 · Beedcell 4700007485

distance 0.179 · cross-district

#18 · Beedcell 4700001387

distance 0.181 · 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":488,"cluster_id":4880004163}}}'

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.