Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000012

The MH-36 locality cells most similar to this Hingoli 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

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003837

distance 0.201 · cross-district

#2 · Beedcell 4700008418

distance 0.207 · cross-district

#3 · Beedcell 4700008884

distance 0.226 · cross-district

#4 · Nandedcell 4850003447

distance 0.23 · cross-district

#5 · Hingolicell 4770000090

distance 0.231

#6 · Nandedcell 4850005407

distance 0.233 · cross-district

#7 · Nandedcell 4850006763

distance 0.233 · cross-district

#8 · Beedcell 4700008917

distance 0.235 · cross-district

#9 · Dharashivcell 4880005353

distance 0.235 · cross-district

#10 · Yavatmalcell 5000000394

distance 0.236 · cross-district

#11 · Ahmednagarcell 4660005757

distance 0.239 · cross-district

#12 · Ahmednagarcell 4660007870

distance 0.24 · cross-district

#13 · Hingolicell 4770000014

distance 0.244

#14 · Hingolicell 4770000339

distance 0.244

#15 · Parbhanicell 4890000466

distance 0.247 · cross-district

#16 · Ahmednagarcell 4660009630

distance 0.248 · cross-district

#17 · Nandedcell 4850005253

distance 0.248 · cross-district

#18 · Nandedcell 4850005404

distance 0.25 · 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":477,"cluster_id":4770000012}}}'

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.