Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770004011

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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003989

distance 0.127

#2 · Akolacell 4670000398

distance 0.183 · cross-district

#3 · Parbhanicell 4890002132

distance 0.197 · cross-district

#4 · Parbhanicell 4890003345

distance 0.213 · cross-district

#5 · Akolacell 4670000457

distance 0.215 · cross-district

#6 · Akolacell 4670003056

distance 0.217 · cross-district

#7 · Washimcell 4990002175

distance 0.221 · cross-district

#8 · Akolacell 4670001334

distance 0.221 · cross-district

#9 · Washimcell 4990001253

distance 0.221 · cross-district

#10 · Washimcell 4990002574

distance 0.226 · cross-district

#11 · Yavatmalcell 5000003108

distance 0.231 · cross-district

#12 · Amravaticell 4680000023

distance 0.232 · cross-district

#13 · Yavatmalcell 5000001671

distance 0.233 · cross-district

#14 · Washimcell 4990003684

distance 0.234 · cross-district

#15 · Jalgaoncell 4780005254

distance 0.234 · cross-district

#16 · Akolacell 4670000309

distance 0.235 · cross-district

#17 · Washimcell 4990000357

distance 0.241 · cross-district

#18 · Chandrapurcell 4730004072

distance 0.242 · 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":4770004011}}}'

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.