Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000057

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005396

distance 0.119 · cross-district

#2 · Nandedcell 4850005533

distance 0.121 · cross-district

#3 · Nandedcell 4850005602

distance 0.133 · cross-district

#4 · Nandedcell 4850005050

distance 0.134 · cross-district

#5 · Nandedcell 4850005680

distance 0.138 · cross-district

#6 · Nandedcell 4850005681

distance 0.144 · cross-district

#7 · Nandedcell 4850005258

distance 0.144 · cross-district

#8 · Nandedcell 4850005193

distance 0.146 · cross-district

#9 · Nandedcell 4850005055

distance 0.153 · cross-district

#10 · Nandedcell 4850005847

distance 0.154 · cross-district

#11 · Nandedcell 4850005843

distance 0.155 · cross-district

#12 · Nandedcell 4850003603

distance 0.159 · cross-district

#13 · Nandedcell 4850005762

distance 0.163 · cross-district

#14 · Nandedcell 4850006085

distance 0.166 · cross-district

#15 · Nandedcell 4850005766

distance 0.167 · cross-district

#16 · Parbhanicell 4890001395

distance 0.172 · cross-district

#17 · Hingolicell 4770000115

distance 0.173

#18 · Nandedcell 4850005255

distance 0.173 · 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":4770000057}}}'

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.