Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003523

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004658

distance 0.186 · cross-district

#2 · Parbhanicell 4890000852

distance 0.191 · cross-district

#3 · Beedcell 4700005866

distance 0.194 · cross-district

#4 · Amravaticell 4680004469

distance 0.2 · cross-district

#5 · Amravaticell 4680002394

distance 0.208 · cross-district

#6 · Washimcell 4990002808

distance 0.211 · cross-district

#7 · Nandedcell 4850001239

distance 0.212 · cross-district

#8 · Parbhanicell 4890000685

distance 0.213 · cross-district

#9 · Parbhanicell 4890003465

distance 0.213 · cross-district

#10 · Nandedcell 4850009002

distance 0.214 · cross-district

#11 · Amravaticell 4680001227

distance 0.214 · cross-district

#12 · Hingolicell 4770000387

distance 0.214

#13 · Parbhanicell 4890002169

distance 0.214 · cross-district

#14 · Yavatmalcell 5000003282

distance 0.215 · cross-district

#15 · Amravaticell 4680001566

distance 0.217 · cross-district

#16 · Amravaticell 4680003670

distance 0.217 · cross-district

#17 · Akolacell 4670003062

distance 0.219 · cross-district

#18 · Jalnacell 4790003733

distance 0.219 · 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":4770003523}}}'

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.