Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005728

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.065

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005726

distance 0.065

#2 · Dharashivcell 4880005975

distance 0.142

#3 · Dharashivcell 4880005815

distance 0.151

#4 · Dharashivcell 4880005727

distance 0.16

#5 · Dharashivcell 4880005814

distance 0.166

#6 · Dharashivcell 4880005896

distance 0.167

#7 · Dharashivcell 4880005725

distance 0.17

#8 · Dharashivcell 4880005974

distance 0.176

#9 · Dharashivcell 4880005816

distance 0.181

#10 · Dharashivcell 4880005637

distance 0.182

#11 · Dharashivcell 4880005894

distance 0.192

#12 · Parbhanicell 4890000070

distance 0.205 · cross-district

#13 · Dhulecell 4740001144

distance 0.207 · cross-district

#14 · Ahmednagarcell 4660006288

distance 0.208 · cross-district

#15 · Ahmednagarcell 4660005598

distance 0.21 · cross-district

#16 · Nandedcell 4850003535

distance 0.217 · cross-district

#17 · Beedcell 4700003778

distance 0.22 · cross-district

#18 · Laturcell 4810006113

distance 0.22 · 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":4880005728}}}'

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.