Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005166

The MH-36 locality cells most similar to this Parbhani 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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.066

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005233

distance 0.066

#2 · Hingolicell 4770002020

distance 0.074 · cross-district

#3 · Hingolicell 4770002614

distance 0.085 · cross-district

#4 · Parbhanicell 4890004993

distance 0.089

#5 · Hingolicell 4770002484

distance 0.098 · cross-district

#6 · Hingolicell 4770002344

distance 0.098 · cross-district

#7 · Hingolicell 4770002485

distance 0.1 · cross-district

#8 · Hingolicell 4770003456

distance 0.101 · cross-district

#9 · Hingolicell 4770002912

distance 0.106 · cross-district

#10 · Parbhanicell 4890005085

distance 0.106

#11 · Hingolicell 4770002764

distance 0.107 · cross-district

#12 · Parbhanicell 4890005126

distance 0.108

#13 · Parbhanicell 4890005167

distance 0.109

#14 · Hingolicell 4770002838

distance 0.109 · cross-district

#15 · Hingolicell 4770003233

distance 0.111 · cross-district

#16 · Parbhanicell 4890004991

distance 0.111

#17 · Parbhanicell 4890005132

distance 0.113

#18 · Parbhanicell 4890005045

distance 0.113

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":489,"cluster_id":4890005166}}}'

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.