Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004148

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

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005432

distance 0.115

#2 · Dharashivcell 4880005526

distance 0.156

#3 · Ahmednagarcell 4660000954

distance 0.157 · cross-district

#4 · Dharashivcell 4880004661

distance 0.164

#5 · Dharashivcell 4880004482

distance 0.174

#6 · Dharashivcell 4880004855

distance 0.179

#7 · Ahmednagarcell 4660002414

distance 0.186 · cross-district

#8 · Ahmednagarcell 4660001606

distance 0.195 · cross-district

#9 · Ahmednagarcell 4660002114

distance 0.198 · cross-district

#10 · Ahmednagarcell 4660003071

distance 0.2 · cross-district

#11 · Dharashivcell 4880004753

distance 0.202

#12 · Dharashivcell 4880004318

distance 0.207

#13 · Dharashivcell 4880005038

distance 0.208

#14 · Beedcell 4700003019

distance 0.208 · cross-district

#15 · Ahmednagarcell 4660002518

distance 0.21 · cross-district

#16 · Ahmednagarcell 4660002009

distance 0.212 · cross-district

#17 · Ahmednagarcell 4660003136

distance 0.213 · cross-district

#18 · Ahmednagarcell 4660001508

distance 0.214 · 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":4880004148}}}'

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.