Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880006041

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002022

distance 0.15 · cross-district

#2 · Beedcell 4700002492

distance 0.151 · cross-district

#3 · Beedcell 4700002834

distance 0.154 · cross-district

#4 · Ahmednagarcell 4660001310

distance 0.159 · cross-district

#5 · Ahmednagarcell 4660003253

distance 0.164 · cross-district

#6 · Ahmednagarcell 4660001713

distance 0.183 · cross-district

#7 · Beedcell 4700003186

distance 0.183 · cross-district

#8 · Beedcell 4700003185

distance 0.186 · cross-district

#9 · Dharashivcell 4880004759

distance 0.19

#10 · Beedcell 4700002493

distance 0.19 · cross-district

#11 · Ahmednagarcell 4660001915

distance 0.193 · cross-district

#12 · Beedcell 4700007563

distance 0.194 · cross-district

#13 · Ahmednagarcell 4660001709

distance 0.197 · cross-district

#14 · Dharashivcell 4880005614

distance 0.198

#15 · Beedcell 4700003351

distance 0.199 · cross-district

#16 · Beedcell 4700001684

distance 0.2 · cross-district

#17 · Ahmednagarcell 4660002528

distance 0.202 · cross-district

#18 · Beedcell 4700001685

distance 0.203 · 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":4880006041}}}'

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.